Shannon entropies of discrete probability distributions
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Numbers
distribution
shape
unit 
$H(X)$
Bernoulli$(p)$ on $\{0,1\}$
1/2
nats:
0.6931471805599453094172321214581765680755001343602552541206800094933936219696947156058633269964186875
comment: In bits this entropy is exactly $1$.
Bernoulli$(p)$ on $\{0,1\}$
1/3
nats:
0.6365141682948128184504238226170746592638238015825792823209076606418985452388124898030402034827862971
Bernoulli$(p)$ on $\{0,1\}$
1/3
bits:
0.9182958340544895147870722772811498420931477410258143937890859878744315611276918958556138082514215754
Bernoulli$(p)$ on $\{0,1\}$
1/4
nats:
0.5623351446188083502880303152244588576653823503534484194403392687586665240254327060565148378825383085
Bernoulli$(p)$ on $\{0,1\}$
1/4
bits:
0.8112781244591328639096957920391376184301391942306392046581855090941763291542310781082896438114338184
Bernoulli$(p)$ on $\{0,1\}$
1/5
nats:
0.5004024235381878795331879388931051306048011392921093153195598762847491925561462196607525548989097107
Bernoulli$(p)$ on $\{0,1\}$
1/5
bits:
0.7219280948873623478703194294893901758648313930245806120547563958159347766086252158501397433593701551
Bernoulli$(p)$ on $\{0,1\}$
1/10
nats:
0.3250829733914482395065500282238179392356184845478239629108781004200828818838563398634888464248805385
Bernoulli$(p)$ on $\{0,1\}$
1/10
bits:
0.4689955935892812212535893303833204600971654591781147032344016176419579665787798033100348885068113193
Bernoulli$(p)$ on $\{0,1\}$
11/100
nats:
0.3465153369186661520863132845963983869516674787760962287376525101445031561505328626958518310638733583
Bernoulli$(p)$ on $\{0,1\}$
11/100
bits:
0.4999159581645279956404995941302756626364007555431767231334216282975329506755548763322804854150763222
Bernoulli$(p)$ on $\{0,1\}$
2/5
nats:
0.6730116670092564359967193424894015895069069658307659492235592874943249629886144982636190944063728825
Bernoulli$(p)$ on $\{0,1\}$
2/5
bits:
0.9709505944546686389980760631207002706089427484090919757813048030912758399320100783367714584085172098
Bernoulli$(p)$ on $\{0,1\}$
1/6
nats:
0.4505612088663046886451779140255459064516562302925732709281677669024054254319222119543675167325011007
Bernoulli$(p)$ on $\{0,1\}$
1/6
bits:
0.6500224216483542248951394193733246955391215801719972170767889913611525806205042159804973554519464462
Bernoulli$(p)$ on $\{0,1\}$
1/7
nats:
0.4101163182884090186946578648311492101602355648535714405833549986825330783049518256623907141791708616
Bernoulli$(p)$ on $\{0,1\}$
1/7
bits:
0.5916727785823273804816216509908452297040428479440141604295037344636652250384570757644777349547065776
Bernoulli$(p)$ on $\{0,1\}$
2/7
nats:
0.5982695885852572348427440421507095390972265810014184573444473676007681223981152314501733493794807514
Bernoulli$(p)$ on $\{0,1\}$
2/7
bits:
0.8631205685666310018203125818822663973090042023771546322096085842017960084274606894620468967706606743
Bernoulli$(p)$ on $\{0,1\}$
3/7
nats:
0.6829081047004716551734109316670383498447314798175339901494582818147753119787286070065508013860792746
Bernoulli$(p)$ on $\{0,1\}$
3/7
bits:
0.9852281360342514582475097698256237334582490226693631863391120149812787512360393168454550813481729671
Bernoulli$(p)$ on $\{0,1\}$
1/8
nats:
0.3767701612564367862845127138617474407940512646966372224600736472847984860010235375033887947248684765
Bernoulli$(p)$ on $\{0,1\}$
1/8
bits:
0.5435644431995964059882768474221480424391017022796268142823697414384692572455811368143716257260655630
Bernoulli$(p)$ on $\{0,1\}$
3/8
nats:
0.6615632381579820598530048172622152902801905974794111417661247211947586386348196813461503991258692726
Bernoulli$(p)$ on $\{0,1\}$
3/8
bits:
0.9544340029249649645358982525886999492995499764749567197948700071621289291967247791478074823061105623
Bernoulli$(p)$ on $\{0,1\}$
1/9
nats:
0.3488320958430318910112048166232472277603140906848182258142419752926055945180320254649293043036810108
Bernoulli$(p)$ on $\{0,1\}$
1/9
bits:
0.5032583347756456962408112212289663508529621487182954542448386424155297889220504583778942831695098175
Bernoulli$(p)$ on $\{0,1\}$
2/9
nats:
0.5297061990576545211713867575096501600049151850017723670852674374361167771923430108888608269488043927
Bernoulli$(p)$ on $\{0,1\}$
2/9
bits:
0.7642045065086202793415017522708757219099414396335192891625006348052802398070114688795579504815680958
Bernoulli$(p)$ on $\{0,1\}$
4/9
nats:
0.6869615765973233440858622918676791046025357993983177209662020524618725959599016506363897311344366715
Bernoulli$(p)$ on $\{0,1\}$
4/9
bits:
0.9910760598382221696461893159570829198169447081490840031033073114066771352505920051278166479698597313
Bernoulli$(p)$ on $\{0,1\}$
3/10
nats:
0.6108643020548934630256709631973806854608950105746453085913464959200184177853213027225515296339686028
Bernoulli$(p)$ on $\{0,1\}$
3/10
bits:
0.8812908992306926182248192242427636571881684325405377453439263926043807140667825565449529014647961329
Bernoulli$(p)$ on $\{0,1\}$
1/11
nats:
0.3046360973492381040455877100702527474570691370021690151882696173418712514792799128605117942848181566
Bernoulli$(p)$ on $\{0,1\}$
1/11
bits:
0.4394969869215133035899817471899837079170211683866947876266594677118444591667227019366369871420185296
Bernoulli$(p)$ on $\{0,1\}$
2/11
nats:
0.4741393130578373564302273500086005889302677348892352989034897069067841219246593644444355952171788848
Bernoulli$(p)$ on $\{0,1\}$
2/11
bits:
0.6840384356390416865477902293566386716417170403667990632942973019318062469656134322184868857845742744
Bernoulli$(p)$ on $\{0,1\}$
3/11
nats:
0.5859526183035508622256429756229643227531182268361104066639855974256709141924639789694576977885216307
Bernoulli$(p)$ on $\{0,1\}$
3/11
bits:
0.8453509366224364794392524256491157290414639599474550548248691035787583757761023811125057152183309682
Bernoulli$(p)$ on $\{0,1\}$
4/11
nats:
0.6554817739013927612369139256226137859977437464869562341111885159023728952748692040422805165402302288
Bernoulli$(p)$ on $\{0,1\}$
4/11
bits:
0.9456603046006400969181098448509915350225782182487693907908887304088537158986228158472161179967663528
Bernoulli$(p)$ on $\{0,1\}$
5/11
nats:
0.6890092384766585551638835037455700421884385880791792802462508440254624939434084477998234460638345449
Bernoulli$(p)$ on $\{0,1\}$
5/11
bits:
0.9940302114769564536471784275318066012593184882928781237665927451512157788282658568563657023500477407
Bernoulli$(p)$ on $\{0,1\}$
1/12
nats:
0.2868359830561606448395945333708436492952595437672942160257006192545890485708647444332089264708209051
Bernoulli$(p)$ on $\{0,1\}$
1/12
bits:
0.4138168503036336966043228177825062966151855091508603284190178126252951597176750725385801172384294608
Bernoulli$(p)$ on $\{0,1\}$
5/12
nats:
0.6791932659915257261679373239861124820411908366752918825778068103797853723411005899466525020914862353
Bernoulli$(p)$ on $\{0,1\}$
5/12
bits:
0.9798687566511528071666237466086692971088691287853236816211839839101049090378188137943033323357277195
Bernoulli$(p)$ on $\{0,1\}$
1/20
nats:
0.1985152433458725564266475158490799153010913247548558525429456858721381646860597715634100674610640849
Bernoulli$(p)$ on $\{0,1\}$
1/20
bits:
0.2863969571159561287664759777278974743059992018461232982023079014945978288134335733875670918958024613
Bernoulli$(p)$ on $\{0,1\}$
1/25
nats:
0.1679441477341729543404547292072020865321713860696608382924307953153898226527301401167102498154905962
Bernoulli$(p)$ on $\{0,1\}$
1/25
bits:
0.2422921890824147615450494727888765033202409546643794060719902432724152545346662116788902307973755978
Bernoulli$(p)$ on $\{0,1\}$
2/25
nats:
0.2787693717685874089059274914703407246381728081350141408568968349045326993517255176692696852458904974
Bernoulli$(p)$ on $\{0,1\}$
2/25
bits:
0.4021791902022728532300224743491250147907436706420105693746245581782736592995069112783853229256191531
Bernoulli$(p)$ on $\{0,1\}$
1/50
nats:
0.09803911327973198061225941076191957703801677291684276856557109856409506639095448000232042595054971624
Bernoulli$(p)$ on $\{0,1\}$
1/50
bits:
0.1414405425418206451543789972043919667932505991555252881020210124540406894473521781644719283451271714
Bernoulli$(p)$ on $\{0,1\}$
3/50
nats:
0.2269675225006044055233424441093570184855659375289151396334162864250928190964406985996657696652927617
Bernoulli$(p)$ on $\{0,1\}$
3/50
bits:
0.3274449191544761950128524133651065220106155539650904498938617310481118099811849762154853731295092786
Bernoulli$(p)$ on $\{0,1\}$
1/100
nats:
0.05600153435484734045207319807664951317668188737045903416557898929363863110775486011793105472539861738
Bernoulli$(p)$ on $\{0,1\}$
1/100
bits:
0.08079313589591117282486633370356863526903104839309833380744890637142774866160230872376776008689410701
Bernoulli$(p)$ on $\{0,1\}$
3/100
nats:
0.1347421681797667398409055792082097816681308049438455532176676342286484175333051798837716748515383206
Bernoulli$(p)$ on $\{0,1\}$
3/100
bits:
0.1943918578315761608655943296458712861413420598012773323289368456381923157762491710228600763858658681
Bernoulli$(p)$ on $\{0,1\}$
7/100
nats:
0.2536389469216914149669073251653647230869976220647081450274849537549122188330311265755013701587141808
Bernoulli$(p)$ on $\{0,1\}$
7/100
bits:
0.3659236509002232152780288416678172280775727639928899609816645906900039985197769117370448800692025383
Bernoulli$(p)$ on $\{0,1\}$
9/100
nats:
0.3025378230974980861302941983649403040231137431981688933150343707334457242057590494943613968669162964
Bernoulli$(p)$ on $\{0,1\}$
9/100
bits:
0.4364698170641029793456742550136151366876848374054825138011400363934816799136172495991028494327416565
Bernoulli$(p)$ on $\{0,1\}$
3/20
nats:
0.4227090878059908715138323654120043647295054786177327431911516832153933982334642620355375310320796672
Bernoulli$(p)$ on $\{0,1\}$
3/20
bits:
0.6098403047164004236363024787083739986412820418776108680787757929060780097491966734190559930545252865
Bernoulli$(p)$ on $\{0,1\}$
7/20
nats:
0.6474466390346324582135832789199707771801978035412421885208417760515612459229563355064565263439437837
Bernoulli$(p)$ on $\{0,1\}$
7/20
bits:
0.9340680553754910060077019431913978159819884127722570475677030005934666081953912254800936489670456977
Bernoulli$(p)$ on $\{0,1\}$
9/20
nats:
0.6881388137135884719454338950314465265919213512829742772225707701654058745980189334643262633522089707
Bernoulli$(p)$ on $\{0,1\}$
9/20
bits:
0.9927744539878082936523047042371691906942210869763752184225381015794645307476924155898671013252954684
Bernoulli$(p)$ on $\{0,1\}$
3/25
nats:
0.3669249912727096351724146225291630307439616918963537717985944705227674838521027959962259948095443095
Bernoulli$(p)$ on $\{0,1\}$
3/25
bits:
0.5293608652873643685107507045863445670196413145261075940995570248477668205283112538132534863560972911
Bernoulli$(p)$ on $\{0,1\}$
4/25
nats:
0.4396698794013429331275020840785662124679994241218808247436472137074097253696435031509211186901582043
Bernoulli$(p)$ on $\{0,1\}$
4/25
bits:
0.6343095546405660530682439195878766051129563177759188750377555135982775288257471305233606484845691274
Bernoulli$(p)$ on $\{0,1\}$
6/25
nats:
0.5510799280869727993996632522062380452972767038257764123311561609258824222013327060424324048519607145
Bernoulli$(p)$ on $\{0,1\}$
6/25
bits:
0.7950402793845222369086667510221102283802415752601999185181733590849364203104510627248740515675449770
Bernoulli$(p)$ on $\{0,1\}$
7/25
nats:
0.5929533174474744453824596296699608110460724842499713175918170936926004237917590267454950942125595312
Bernoulli$(p)$ on $\{0,1\}$
7/25
bits:
0.8554508105601306443635033708690119526960425837014690776235872863529982675119600654487945230690342218
Bernoulli$(p)$ on $\{0,1\}$
8/25
nats:
0.6268694575724263175912922896987997294987445309928839445073213120747411467797753312584144520042952772
Bernoulli$(p)$ on $\{0,1\}$
8/25
bits:
0.9043814577244938981278739716277053910020010340546831561834186278489159270650306252580861434650350044
Bernoulli$(p)$ on $\{0,1\}$
9/25
nats:
0.6534181947937017792888278649352247574317291629424023880273750384262744120554986011602542956096402776
Bernoulli$(p)$ on $\{0,1\}$
9/25
bits:
0.9426831892554922450939468193363524654225964125105748605813708803622788292053122666842375447777167759
Bernoulli$(p)$ on $\{0,1\}$
11/25
nats:
0.6859298002523728856816159678029588604106041689969866788842867016495604294493035448068714623379973932
Bernoulli$(p)$ on $\{0,1\}$
11/25
bits:
0.9895875212220556028454163007696061970612660042081444338725967020329044051776142840693011554971860555
Bernoulli$(p)$ on $\{0,1\}$
12/25
nats:
0.6923469670899614975434446465157477609691877805209629624988860281437012105707830048915245749701513448
Bernoulli$(p)$ on $\{0,1\}$
12/25
bits:
0.9988455359952018052365015856703471660381649414254308829307504840138577068267851656129490630118574079
Bernoulli$(p)$ on $\{0,1\}$
7/50
nats:
0.4049634850639385117173568423510782343966538617576924744968118436168315270689522102335297750282382286
Bernoulli$(p)$ on $\{0,1\}$
7/50
bits:
0.5842388116428558932584013437637860470271851978798096034768223991415758509735448809869345518282157860
Bernoulli$(p)$ on $\{0,1\}$
9/50
nats:
0.4713934868100941705457165367277683709849496571736735557536902459190711863736718619025293555248051721
Bernoulli$(p)$ on $\{0,1\}$
9/50
bits:
0.6800770457282798420211963669887812740073215231451163427962301828881947623011214152248698586045953259
Bernoulli$(p)$ on $\{0,1\}$
11/50
nats:
0.5269079614313803255151117115377048397927757030163527962379738178782774109005432338965305211839054245
Bernoulli$(p)$ on $\{0,1\}$
11/50
bits:
0.7601675029619655927333487420995871317521162190020278730252078088725931536254869812218589368202125547
Bernoulli$(p)$ on $\{0,1\}$
13/50
nats:
0.5730569171314204184124532565402981085912757627555860865797885755864383711077964098269657357708458331
Bernoulli$(p)$ on $\{0,1\}$
13/50
bits:
0.8267463724926178954626924774382898511628148440260723519532811945278800156184080783876198514948409372
Bernoulli$(p)$ on $\{0,1\}$
17/50
nats:
0.6410354778811556359321644000078365220770435268564274964757620133348472963056754605898963225912247661
Bernoulli$(p)$ on $\{0,1\}$
17/50
bits:
0.9248187049730300280832091014586606228402215940249177631792198715638897007816517644262134441165950950
Bernoulli$(p)$ on $\{0,1\}$
19/50
nats:
0.6640641265641080113392384825769060324975365867056547244123856976717318923101335111821547019044230378
Bernoulli$(p)$ on $\{0,1\}$
19/50
bits:
0.9580420222262995786393048467853395285057360701880222838708081862141869451469294095401414294441125981
Bernoulli$(p)$ on $\{0,1\}$
21/50
nats:
0.6802920001921534643222018573870468335403637321121626632898915053874075988173710329982429701597476654
Bernoulli$(p)$ on $\{0,1\}$
21/50
bits:
0.9814538950336535443869728609990973161847304618684965617035069557979776659221987888285936992598062114
Bernoulli$(p)$ on $\{0,1\}$
23/50
nats:
0.6899437584583995007873472014633699911142731943978361448163986983068339492178565013596090579941543107
Bernoulli$(p)$ on $\{0,1\}$
23/50
bits:
0.9953784388202257605302735774684899390693038878837665788037493745484924772315178002032380354548767795
Bernoulli$(p)$ on $\{0,1\}$
13/100
nats:
0.3863867062886037571857195176877765367539751240201396552611426093550554979124103060047746073524509582
Bernoulli$(p)$ on $\{0,1\}$
13/100
bits:
0.5574381850279890919980975402644629303820588840578026116678169285958991081249152048618969720906806419
Bernoulli$(p)$ on $\{0,1\}$
17/100
nats:
0.4558862130273583579089200789984594281378786280874831509701323122561349198606844398710436261272451452
Bernoulli$(p)$ on $\{0,1\}$
17/100
bits:
0.6577047787442194485589567395811571743419464154440596113101878435693252880977042105265260799558671595
Bernoulli$(p)$ on $\{0,1\}$
19/100
nats:
0.4862229646617922805136731296810529600692315102650032529240337160318980959342144229457892716577140488
Bernoulli$(p)$ on $\{0,1\}$
19/100
bits:
0.7014714598838974240097559902355563230360976668898311254623844920544439056044903606355762176914208671
Bernoulli$(p)$ on $\{0,1\}$
21/100
nats:
0.5139566706172255583742303557216156454853445996087161135502828775121328583125610314578339280033369481
Bernoulli$(p)$ on $\{0,1\}$
21/100
bits:
0.7414827399312737247749839139975431694082553731501794672780687509255333900911375574231531097923819016
Bernoulli$(p)$ on $\{0,1\}$
23/100
nats:
0.5392763414970503752916115905679853552771859855344013913749421136315785880459157466220729899093179242
Bernoulli$(p)$ on $\{0,1\}$
23/100
bits:
0.7780113035465376851091588425739962166398542304284837420834188385250489489295118204051446759584843401
Bernoulli$(p)$ on $\{0,1\}$
27/100
nats:
0.5832588401285969937685948015313465176772660486648526010066932259606681594255956732126452431106266120
Bernoulli$(p)$ on $\{0,1\}$
27/100
bits:
0.8414646362081756109623777816243647077866085660754053029951927936853304472727456362407091747826866803
Bernoulli$(p)$ on $\{0,1\}$
29/100
nats:
0.6021516825926799510089213018995198409094948982554482324131590805193192229795242239808851866484472893
Bernoulli$(p)$ on $\{0,1\}$
29/100
bits:
0.8687212463394045171331143727821865588303231806267737901669946696110155702224036881829152128025850146
Bernoulli$(p)$ on $\{0,1\}$
31/100
nats:
0.6191006644255870580785633013350196220307110066709646571460756987947645781591130655860046880579681780
Bernoulli$(p)$ on $\{0,1\}$
31/100
bits:
0.8931734583778567339246983834381235866810045884911082939950146810637409411247132006559308378358182381
Bernoulli$(p)$ on $\{0,1\}$
33/100
nats:
0.6341786357122056303561623628921080208475227862180210892897639602022529079973776653408606516097084516
Bernoulli$(p)$ on $\{0,1\}$
33/100
bits:
0.9149263727797275312524996061820517868268324291981865540868187383021143449858553576497711790813168115
Bernoulli$(p)$ on $\{0,1\}$
37/100
nats:
0.6589556806830627302454062841955073470319727875122837136029074550498208899790204293073757375448326983
Bernoulli$(p)$ on $\{0,1\}$
37/100
bits:
0.9506720926870659001330995740316032063367226192192568161804551205533600568760491737913827901693167806
Bernoulli$(p)$ on $\{0,1\}$
39/100
nats:
0.6687480868518093995926298116688441392630612979706236420948932383419129425675087674023383313389868799
Bernoulli$(p)$ on $\{0,1\}$
39/100
bits:
0.9647995485050872137708803796580273274241008341902441677914674972808395228839983947338955500568698005
Bernoulli$(p)$ on $\{0,1\}$
41/100
nats:
0.6768585467349506925871402059287697057705000790988641098706563574636259192117831713854338059331280804
Bernoulli$(p)$ on $\{0,1\}$
41/100
bits:
0.9765004687578240388462205330542698786354584526138131905652535742739104794894937303741043854596802572
Bernoulli$(p)$ on $\{0,1\}$
43/100
nats:
0.6833149135741659396422252074080980220373986208590065094788180330916471872781212262157985919842787321
Bernoulli$(p)$ on $\{0,1\}$
43/100
bits:
0.9858150371789198271295206844703603250549023286903266758793299063904170029958517992832138276339418887
Bernoulli$(p)$ on $\{0,1\}$
47/100
nats:
0.6913460990017392601335674508904061537302710322650953268469082598263982030169288313216004554873277338
Bernoulli$(p)$ on $\{0,1\}$
47/100
bits:
0.9974015885677395658015454546641314812574173062690661608682496564186477257289225805159122809713206354
Bernoulli$(p)$ on $\{0,1\}$
49/100
nats:
0.6929471672244781854938994948486296376376562213589899254701680985212256506577115516693766639089526317
Bernoulli$(p)$ on $\{0,1\}$
49/100
bits:
0.9997114417528099196965284011648935192482050306833193643287624253897798055430135832143676578834297580
binomial $\operatorname{Binom}(n,p)$
2, 1/2
nats:
1.039720770839917964125848182187264852113250201540382881181020014240090432954542073408794990494628031
comment: In bits this entropy is exactly $3/2$.
binomial $\operatorname{Binom}(n,p)$
2, 1/3
nats:
0.9649629230074277216043000356971819549385364323383784516992908726200665918244273282256967060782753997
binomial $\operatorname{Binom}(n,p)$
2, 1/3
bits:
1.392147223664534585129700110117855239741851037607184343133727531304418677810939347266783172058398706
binomial $\operatorname{Binom}(n,p)$
2, 1/4
nats:
0.8647400965276372095445985849021015023024521503218011185854235339573104398122298937608309281414196092
binomial $\operatorname{Binom}(n,p)$
2, 1/4
bits:
1.247556248918265727819391584078275236860278388461278409316371018188352658308462156216579287622867637
binomial $\operatorname{Binom}(n,p)$
2, 1/10
nats:
0.5253994542821063233179982745851640962176469449108019800800337991313549118131676309179222939904057133
binomial $\operatorname{Binom}(n,p)$
2, 1/10
bits:
0.7579911871785624425071786607666409201943309183562294064688032352839159331575596066200697770136226387
binomial $\operatorname{Binom}(n,p)$
3, 1/2
nats:
1.255482325178753659705262436682635425740882484713703673561019278252060145995127421662378164878956996
binomial $\operatorname{Binom}(n,p)$
3, 1/2
bits:
1.811278124459132863909695792039137618430139194230639204658185509094176329154231078108289643811433818
binomial $\operatorname{Binom}(n,p)$
3, 1/3
nats:
1.177134312439031994421107976569540174693144366199238212472926759500699440237364824826710107239204165
binomial $\operatorname{Binom}(n,p)$
3, 1/3
bits:
1.698245835016031090058724202544905187106233617949122474396756193929229198186836645885321108142205898
binomial $\operatorname{Binom}(n,p)$
3, 1/4
nats:
1.069036021480613349454265499904455864131933612285048691720252243604909032140830574303135651564890626
binomial $\operatorname{Binom}(n,p)$
3, 1/4
bits:
1.542292966721748239661359220146766069113021978364897017468195659103161234328366542906086164292876819
binomial $\operatorname{Binom}(n,p)$
3, 1/10
nats:
0.6786236022339551018429338707023718774520330030313295367642668311781251864825445985345902854749339516
binomial $\operatorname{Binom}(n,p)$
3, 1/10
bits:
0.9790469055731314947682584762840509229263464874573742233801516361997773782318625980490889372925501326
binomial $\operatorname{Binom}(n,p)$
4, 1/2
nats:
1.407531740719315302947017354981766351955378893512138997666274649806097897713470265887785325310449522
binomial $\operatorname{Binom}(n,p)$
4, 1/2
bits:
2.030639062229566431954847896019568809215069597115319602329092754547088164577115539054144821905716909
binomial $\operatorname{Binom}(n,p)$
4, 1/3
nats:
1.330575170632721091420485089014089007531939806809174743231983914239041097966424457632203232163773415
binomial $\operatorname{Binom}(n,p)$
4, 1/3
bits:
1.919614200201813017729897323263517933678324966762275532552170325460857633806266280946717808338598427
binomial $\operatorname{Binom}(n,p)$
4, 1/4
nats:
1.221565833659991821839584204247365512438242176318701821881851540630437905895109220322547363651682035
binomial $\operatorname{Binom}(n,p)$
4, 1/4
bits:
1.762346970340662573613385109667557928904033425299924094942856710809442409191551803151115037567701035
binomial $\operatorname{Binom}(n,p)$
4, 1/10
nats:
0.8040182879587177743067798687690621806963613112249071209060917309992707804463660403917509940648632332
binomial $\operatorname{Binom}(n,p)$
4, 1/10
bits:
1.159953196822076694595705608857417958062934856498604233399456891557134492444313387101556722946226189
binomial $\operatorname{Binom}(n,p)$
5, 1/2
nats:
1.523670872042791627512178656479971573275061818199381372484867643276554295141485226434901544896975873
binomial $\operatorname{Binom}(n,p)$
5, 1/2
bits:
2.198192411043097798871575534853696710126720569039455676198665878922561146929413860140493990600590480
binomial $\operatorname{Binom}(n,p)$
5, 1/3
nats:
1.449403667489066084860237160194506660642426413181952575817963577494328849424632422492436763754927532
binomial $\operatorname{Binom}(n,p)$
5, 1/3
bits:
2.091047483332751717751134718945782391817118982762150452354899720765794418445820403852022349465059595
binomial $\operatorname{Binom}(n,p)$
5, 1/4
nats:
1.342052132566523583882733760066268972567977079209492375936745016871964149110500293925528073561723941
binomial $\operatorname{Binom}(n,p)$
5, 1/4
bits:
1.936171956268181281131634082264316669128656433497753760202343572095462577651304151905599586420148857
binomial $\operatorname{Binom}(n,p)$
5, 1/10
nats:
0.9102051201901215240709433923248535557782431572829811318473861097727732305734505727373294795585357283
binomial $\operatorname{Binom}(n,p)$
5, 1/10
bits:
1.313148413090031224815050845540697023469178840447007755535585344123164541872666990659542217628394518
binomial $\operatorname{Binom}(n,p)$
6, 1/2
nats:
1.617363315627128389966918714250924359837365210400365332805878227583171449896471574077313577437113687
binomial $\operatorname{Binom}(n,p)$
6, 1/2
bits:
2.333362034770989421647296763745659341231972269151355700908133886226205243784463743461831763835496657
binomial $\operatorname{Binom}(n,p)$
6, 1/3
nats:
1.545763808367196802452635494910837817042923694939978260573813180304124171241075868843431470972016842
binomial $\operatorname{Binom}(n,p)$
6, 1/3
bits:
2.230065780716992787662033985614445004118874234538538576705863965704691556000274400096243012328794548
binomial $\operatorname{Binom}(n,p)$
6, 1/4
nats:
1.440856527920919460432077525675939770006411968478258662503947525147001278635554779155403036938158925
binomial $\operatorname{Binom}(n,p)$
6, 1/4
bits:
2.078716567464000746382205519487883111425618649525581118175810664471000279725884770494286511045427382
binomial $\operatorname{Binom}(n,p)$
6, 1/10
nats:
1.002110637862436226051932947291347991489534602628447445848698273558356523695895103326601722383690184
binomial $\operatorname{Binom}(n,p)$
6, 1/10
bits:
1.445740047666212632827261301962397665583707336495933700840054299282351197378580422461225025509430387
binomial $\operatorname{Binom}(n,p)$
7, 1/2
nats:
1.695881445361670996358688139657080817963974579938456878433621993734205727526313416475057320297031337
binomial $\operatorname{Binom}(n,p)$
7, 1/2
bits:
2.446639751158890300705722424365029003381095644480167295888177215385140727448412960670499625959670500
binomial $\operatorname{Binom}(n,p)$
7, 1/3
nats:
1.626535701413680573567114364616051680458047647758885429942065524978065585811395039799714365243110877
binomial $\operatorname{Binom}(n,p)$
7, 1/3
bits:
2.346594990258368670950901543501773251061677141641386111512897412398032459891020490562429095001725405
binomial $\operatorname{Binom}(n,p)$
7, 1/4
nats:
1.524134585535896514630342112619284833959840272525586170043598391326785046542518668438653140103310558
binomial $\operatorname{Binom}(n,p)$
7, 1/4
bits:
2.198861408199993518043579140327136547480577967197673953445820564457696215241968592589016810428495319
binomial $\operatorname{Binom}(n,p)$
7, 1/10
nats:
1.082910859190992303564912194062541418212784813567036515428464073105962690306456366723661768263342398
binomial $\operatorname{Binom}(n,p)$
7, 1/10
bits:
1.562310126279651136284761267845191382640285092960968752337467915359471802172427997368855193733764657
binomial $\operatorname{Binom}(n,p)$
8, 1/2
nats:
1.763503329079247483278167569280108451044816166728980793826670179612784419080308747149677173743189448
binomial $\operatorname{Binom}(n,p)$
8, 1/2
bits:
2.544197507453808039366753681385027168878505724641944729066295398297453920344509000406247266259116884
binomial $\operatorname{Binom}(n,p)$
8, 1/3
nats:
1.695948272579713645438916984778606143121827492750268957935254309381349332340629337402011935267559686
binomial $\operatorname{Binom}(n,p)$
8, 1/3
bits:
2.446736162454956835993684719249583682080500428545900096086412823157010803575376940556707934050622086
binomial $\operatorname{Binom}(n,p)$
8, 1/4
nats:
1.595837294114369676694653248364852863263195544007878491596002442978044237500231091987077258496754252
binomial $\operatorname{Binom}(n,p)$
8, 1/4
bits:
2.302306550284463283861732180402866013381074617211053393782376774567872445793293006028539101717521166
binomial $\operatorname{Binom}(n,p)$
8, 1/10
nats:
1.154807284671601414243057134152881600841410779339380788319558607305643928509168452586671337438990939
binomial $\operatorname{Binom}(n,p)$
8, 1/10
bits:
1.666034742778168807811173194784590666177836565898479697157622116220670346281198911848700228831307049
binomial $\operatorname{Binom}(n,p)$
9, 1/2
nats:
1.822926834573997996266005095054228498151173787287080337775102112428642575344556221564822388534986430
binomial $\operatorname{Binom}(n,p)$
9, 1/2
bits:
2.629927504143322672413647083045100380678529183086380873725070730901268658978682520316241046324805250
binomial $\operatorname{Binom}(n,p)$
9, 1/3
nats:
1.756760907085107480677741667209285009718550286131301967604111963714379057904661180339680765544085236
binomial $\operatorname{Binom}(n,p)$
9, 1/3
bits:
2.534470248679281582119762935747840009911144538871508667020145815129613514165255459507535007280231807
binomial $\operatorname{Binom}(n,p)$
9, 1/4
nats:
1.658638696541375776155122971383506143823243886117256952747286024261726676008628495525784385418476966
binomial $\operatorname{Binom}(n,p)$
9, 1/4
bits:
2.392909822126777094291591711593222580537134956839141917193345974765601930175699187383030443367880770
binomial $\operatorname{Binom}(n,p)$
9, 1/10
nats:
1.219402874428558693918021801052092418844003646225019721269900663341728088948770709943679396920616172
binomial $\operatorname{Binom}(n,p)$
9, 1/10
bits:
1.759226479783828996260906124226044676266477424798807067541961685798568494318811989675353300808256882
binomial $\operatorname{Binom}(n,p)$
10, 1/2
nats:
1.875953605246800506692960297874478945330495958490238702822337421692753792599613674647690156903157003
binomial $\operatorname{Binom}(n,p)$
10, 1/2
bits:
2.706428963227331175844751481882337766996210323030402125814615204046131438887057606287973484258781968
binomial $\operatorname{Binom}(n,p)$
10, 1/3
nats:
1.810859198431020054279542127351776025378825695322652407590746420261968170471985282958591497206964644
binomial $\operatorname{Binom}(n,p)$
10, 1/3
bits:
2.612517585324595977735927761873749294940512965245128714879507784562360572609354003175446971683354461
binomial $\operatorname{Binom}(n,p)$
10, 1/4
nats:
1.714421065073478753632386779898649184044511456784000365870797830659595092711955503592799509206191304
binomial $\operatorname{Binom}(n,p)$
10, 1/4
bits:
2.473386768577082625068177223842009060145196262291783597879890570978942868770985238050624138376266954
binomial $\operatorname{Binom}(n,p)$
10, 1/10
nats:
1.277907356882020645932289901991356735574852853234219885785862127161218366575042463805581896636647146
binomial $\operatorname{Binom}(n,p)$
10, 1/10
bits:
1.843630606489213929328267185673058019830700398368619021117294450784011288278862618143965530651660796
binomial $\operatorname{Binom}(n,p)$
11, 1/2
nats:
1.923844833782542271472213089034851963857391544620839267063348853614451966369653662877243806019740297
binomial $\operatorname{Binom}(n,p)$
11, 1/2
bits:
2.775521401137925832314412034239436498091445501665986825685374835748906653045061574574979829949804086
binomial $\operatorname{Binom}(n,p)$
11, 1/3
nats:
1.859580604820305004750806980237817064301792910855838438628683118273423130092748622415911280676739561
binomial $\operatorname{Binom}(n,p)$
11, 1/3
bits:
2.682807716707553232362653582176159181465032329096729664617625434077764300886698081489518821176246733
binomial $\operatorname{Binom}(n,p)$
11, 1/4
nats:
1.764550932701843141139175916303753608398776163522874606429765081601829937030137982792276079136346058
binomial $\operatorname{Binom}(n,p)$
11, 1/4
bits:
2.545708880004944108174272669629846281496292419783576004978783940433562725591435995945144592067025673
binomial $\operatorname{Binom}(n,p)$
11, 1/10
nats:
1.331259000346267769842474684232134774601793098000503901799583421610676655525643797237299959021451493
binomial $\operatorname{Binom}(n,p)$
11, 1/10
bits:
1.920600757938359331089985155711253438116021159164284871301768515933466162195532703091429391981824952
binomial $\operatorname{Binom}(n,p)$
12, 1/2
nats:
1.967518195598394159277750416068395856704945619749199080800889913206479323649741324501279707718827392
binomial $\operatorname{Binom}(n,p)$
12, 1/2
bits:
2.838528743648604764756779742096431109094410660387833873506433244715359233431948193089327201629708826
binomial $\operatorname{Binom}(n,p)$
12, 1/3
nats:
1.903903781863056105409291068057162679085102764541849776768075627261607167059004648547929421338954977
binomial $\operatorname{Binom}(n,p)$
12, 1/3
bits:
2.746752544423573795726130518044522052930891027372741496709309054115823672556400004595765997712479090
binomial $\operatorname{Binom}(n,p)$
12, 1/4
nats:
1.810045979409239726339332418954955382546802233293567463171829125890985927248335542434358522003305778
binomial $\operatorname{Binom}(n,p)$
12, 1/4
bits:
2.611344358274716924694482053881504731778124439454574502591614414498090075074718813518813822298630057
binomial $\operatorname{Binom}(n,p)$
12, 1/10
nats:
1.380201408880747723023243158553807751568015980108189871924766439908903032129074241657233853598504047
binomial $\operatorname{Binom}(n,p)$
12, 1/10
bits:
1.991209728020215238778524813935511816710832896597269062425522309603763101462632575164785252877037141
binomial $\operatorname{Binom}(n,p)$
13, 1/2
nats:
2.007662963297866686739242088094012158482642197888944467558604312551021421341168047688690578401498435
binomial $\operatorname{Binom}(n,p)$
13, 1/2
bits:
2.896445400926273220223533311152290911410544464605119678836341712436857857689912763969120828908633311
binomial $\operatorname{Binom}(n,p)$
13, 1/3
nats:
1.944564116523508037302084514180325849070552122171924176917642001416635954401589378633568231470947976
binomial $\operatorname{Binom}(n,p)$
13, 1/3
bits:
2.805413007599093431670431630028159747835832159113235455035417998382400515029657444373386452851581045
binomial $\operatorname{Binom}(n,p)$
13, 1/4
nats:
1.851680671530137282023410308032413709292143787394824874559081524775212452266064072733033668156216679
binomial $\operatorname{Binom}(n,p)$
13, 1/4
bits:
2.671410522126474626400199531706340176230473786395871396952846644295148923934443322788040254013259026
binomial $\operatorname{Binom}(n,p)$
13, 1/10
nats:
1.425334317538911280471013833900516310823521037957303710637512457789162811219209125583111098650044819
binomial $\operatorname{Binom}(n,p)$
13, 1/10
bits:
2.056322751522242362882003948459146033711056622305512771762044044133964056409481845763110558009180826
binomial $\operatorname{Binom}(n,p)$
14, 1/2
nats:
2.044810607569574310097131987022595035381296932656343413460113955319074702427677818472436995414774400
binomial $\operatorname{Binom}(n,p)$
14, 1/2
bits:
2.950038123097773117199320809785227459133997815943419761231124115081723396005797455683095552738278515
binomial $\operatorname{Binom}(n,p)$
14, 1/3
nats:
1.982127051772631267038733603341220540414263206555848717639016629673747599504872062318668308121476102
binomial $\operatorname{Binom}(n,p)$
14, 1/3
bits:
2.859604868004236754469776584737670976291943473787932461472627890195730103528486426623993444107023148
binomial $\operatorname{Binom}(n,p)$
14, 1/4
nats:
1.890055593667081970476169651086092613558982076207029346128194209473706941914693162584327345882057333
binomial $\operatorname{Binom}(n,p)$
14, 1/4
bits:
2.726773831987944830725370862669671955253380132269404874652388584120976338497651020351738741439709388
binomial $\operatorname{Binom}(n,p)$
14, 1/10
nats:
1.467148496023943873448593335360874340216860559661202785474000903807950865698557665979142347740933686
binomial $\operatorname{Binom}(n,p)$
14, 1/10
bits:
2.116647859461444873591107353633652205046697234960516762738876580253625639947984603402871752715690359
binomial $\operatorname{Binom}(n,p)$
15, 1/2
nats:
2.079379967245641079165414630685158591940495514012834922444118236063811903470644124639919916748552804
binomial $\operatorname{Binom}(n,p)$
15, 1/2
bits:
2.999911166869141547410844698259566095586813102364131577409365213699961280416555189471445623651283084
binomial $\operatorname{Binom}(n,p)$
15, 1/3
nats:
2.017036179625133258761447271577200506491712295979448499982161637636627723088885626793584769199021101
binomial $\operatorname{Binom}(n,p)$
15, 1/3
bits:
2.909968093638800166761980069984400211981775606796396346171911535688404353602040669985071358389077182
binomial $\operatorname{Binom}(n,p)$
15, 1/4
nats:
1.925644313405758588822798446710057733093716389538935838120488855385162320497285236750530028335199396
binomial $\operatorname{Binom}(n,p)$
15, 1/4
bits:
2.778117501466520753740496601753406903430488237682881181251838058114618717334090389754011687505737723
binomial $\operatorname{Binom}(n,p)$
15, 1/10
nats:
1.506050493181588700357782924076941392319895512462625327165283464343927779588728314295235229483377822
binomial $\operatorname{Binom}(n,p)$
15, 1/10
bits:
2.172771577841455615401019754036382394778514585584508865771872561141571960643655921617190880454956768
binomial $\operatorname{Binom}(n,p)$
16, 1/2
nats:
2.111707237558766462059791986807525681437167382373984805166030901962917978572953483389504385970807223
binomial $\operatorname{Binom}(n,p)$
16, 1/2
bits:
3.046549559435364544578865033476697535494411851946415646661192579458723978332924687677702189318214814
binomial $\operatorname{Binom}(n,p)$
16, 1/3
nats:
2.049645691866555153783607320938430377950306813891715960870414527283978870942944137847467885732552658
binomial $\operatorname{Binom}(n,p)$
16, 1/3
bits:
2.957013675235307480372330645898418526045217670863791388735496255539816898038024052238917321607210808
binomial $\operatorname{Binom}(n,p)$
16, 1/4
nats:
1.958825853143070064467271159875180738062358981480849632420770970833024230602808771087457655761417193
binomial $\operatorname{Binom}(n,p)$
16, 1/4
bits:
2.825988344294600097214187337966283988204632578385470003423848941772561336401310126592304925408788228
binomial $\operatorname{Binom}(n,p)$
16, 1/10
nats:
1.542380641779777572018154504677993486041871252551152945643292856548860507977666793546346132900974247
binomial $\operatorname{Binom}(n,p)$
16, 1/10
bits:
2.225184903058821826216372768452124604793897925529678045674517416852147080759073635968683544745796152
binomial $\operatorname{Binom}(n,p)$
17, 1/2
nats:
2.142066530325249174617291687830349785979333504130304319077566546018774083162426432947215231842974671
binomial $\operatorname{Binom}(n,p)$
17, 1/2
bits:
3.090348760554465332574045553269944757295930225174113679038468876216670431307678348594015054430831425
binomial $\operatorname{Binom}(n,p)$
17, 1/3
nats:
2.080242829310522743310078917509452382916249236925365975101355818313948243667067264819786858514580974
binomial $\operatorname{Binom}(n,p)$
17, 1/3
bits:
3.001156013691117535260576531889433771540503604359976356509239810317407767375037218211634610726581333
binomial $\operatorname{Binom}(n,p)$
17, 1/4
nats:
1.989907672948883093653652768154109917629722539942970137279268115757963820559705245898996885621687110
binomial $\operatorname{Binom}(n,p)$
17, 1/4
bits:
2.870829931590250918030278062686599832125608554054968030938623758095748023318583079207722680814809374
binomial $\operatorname{Binom}(n,p)$
17, 1/10
nats:
1.576426450807346730890788572653416305536107825366155743086850928125608773686559391565242934226330080
binomial $\operatorname{Binom}(n,p)$
17, 1/10
bits:
2.274302622905948553378367093408530177574902440448449729105824597199499050886465271627594864875096358
binomial $\operatorname{Binom}(n,p)$
18, 1/2
nats:
2.170684369312037704678140431411315853507631963667937922350778279943722500086535067098495013706811253
binomial $\operatorname{Binom}(n,p)$
18, 1/2
bits:
3.131635574941663982078696160064133731513542973061895305641966178722482021647263575014206958952368244
binomial $\operatorname{Binom}(n,p)$
18, 1/3
nats:
2.109063762463817866757111455345178887374148964888516075259837294783182657564393302814035503089053049
binomial $\operatorname{Binom}(n,p)$
18, 1/3
bits:
3.042735831025168724453043928330984967764576287909762552910896012913782108827475846136043092430864647
binomial $\operatorname{Binom}(n,p)$
18, 1/4
nats:
2.019142243351521550461212400326495862325269580715468661394410802708049335124355849596686289743062591
binomial $\operatorname{Binom}(n,p)$
18, 1/4
bits:
2.913006501332656685897631666305193017424823527883154655377762153227574949442784919412622300203077247
binomial $\operatorname{Binom}(n,p)$
18, 1/10
nats:
1.608432756398207206950308126746680429323826431077520480175046630812473955497146535473313148754088853
binomial $\operatorname{Binom}(n,p)$
18, 1/10
bits:
2.320477961259059665996529035071245997653186804333746264626245860536318299127471355286244978220466233
binomial $\operatorname{Binom}(n,p)$
19, 1/2
nats:
2.197750160447903330211463800855270884725604101935983115893258022648254228604079301187936897321322294
binomial $\operatorname{Binom}(n,p)$
19, 1/2
bits:
3.170683257591113784053150292485944822693711318183845395158648384103295701683247472395632315510292690
binomial $\operatorname{Binom}(n,p)$
19, 1/3
nats:
2.136305054405391190264825348982171562692434447661947190835990225404521077153541291542956451294852026
binomial $\operatorname{Binom}(n,p)$
19, 1/3
bits:
3.082036707816685039779205644338042588001030369018941970369660121722540093694882436748177375745805662
binomial $\operatorname{Binom}(n,p)$
19, 1/4
nats:
2.046739195871583596483598754098660604185312464248675627170260455708059742177640008714625708201527896
binomial $\operatorname{Binom}(n,p)$
19, 1/4
bits:
2.952820487876998381131364604471839447130337948852399981874491013271162165829309370093380097919533524
binomial $\operatorname{Binom}(n,p)$
19, 1/10
nats:
1.638609542355849424047184301281468910599923447148408901065595702160905837717155888344549480768251747
binomial $\operatorname{Binom}(n,p)$
19, 1/10
bits:
2.364013860710117801164872244623699093337769290443405979520320787991693633508569158208675624181039703
binomial $\operatorname{Binom}(n,p)$
20, 1/2
nats:
2.223423915810262567239544677696427764524255001784966920674530494917648585734516288333786296496313194
binomial $\operatorname{Binom}(n,p)$
20, 1/2
bits:
3.207722657133385887058394919338853818057502457586999632608268480481497539630388631016398679455331662
binomial $\operatorname{Binom}(n,p)$
20, 1/3
nats:
2.162132088127826855342146759871157421967391186762613855327834613668725454243338782300492123243183177
binomial $\operatorname{Binom}(n,p)$
20, 1/3
bits:
3.119297241288914998405254548352603805258171437816086398419924694298172711294737962627160490456808272
binomial $\operatorname{Binom}(n,p)$
20, 1/4
nats:
2.072874365788884422878766277871792819603537415907228624388941131910824278702235934922448518078076433
binomial $\operatorname{Binom}(n,p)$
20, 1/4
bits:
2.990525567909478703261188214559997777502009048769751975121912005773330791313942086996857677547404871
binomial $\operatorname{Binom}(n,p)$
20, 1/10
nats:
1.667138051650713579803409935157578572182980761903829093350385429489717633412968525026779786858013876
binomial $\operatorname{Binom}(n,p)$
20, 1/10
bits:
2.405171799593773016977828137848264973610022741627892474692174321367237803634479624417841165835336386
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/2
nats:
1.386294361119890618834464242916353136151000268720510508241360018986787243939389431211726653992837375
comment: In bits this entropy is exactly $2$.
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/3
nats:
1.909542504884438455351271467851223977791471404747737846962722981925695635716437469409120610448358891
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/3
bits:
2.754887502163468544361216831843449526279443223077443181367257963623294683383075687566841424754264726
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/4
nats:
2.249340578475233401152121260897835430661529401413793677761357075034666096101730824226059351530153234
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/4
bits:
3.245112497836531455638783168156550473720556776922556818632742036376705316616924312433158575245735274
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/5
nats:
2.502012117690939397665939694465525653024005696460546576597799381423745962780731098303762774494548554
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/5
bits:
3.609640474436811739351597147446950879324156965122903060273781979079673883043126079250698716796850775
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/10
nats:
3.250829733914482395065500282238179392356184845478239629108781004200828818838563398634888464248805385
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/10
bits:
4.689955935892812212535893303833204600971654591781147032344016176419579665787798033100348885068113193
geometric with success probability $p$ on $\{1,2,\ldots\}$
11/100
nats:
3.150139426533328655330120769058167154106067988873602079433204637677301419550298751780471191489757803
geometric with success probability $p$ on $\{1,2,\ldots\}$
11/100
bits:
4.544690528768436324004541764820687842149097777665242937576560257250299551595953421202549867409784747
geometric with success probability $p$ on $\{1,2,\ldots\}$
2/5
nats:
1.682529167523141089991798356223503973767267414576914873058898218735812407471536245659047736015932206
geometric with success probability $p$ on $\{1,2,\ldots\}$
2/5
bits:
2.427376486136671597495190157801750676522356871022729939453262007728189599830025195841928646021293025
geometric with success probability $p$ on $\{1,2,\ldots\}$
3/10
nats:
2.036214340182978210085569877324602284869650035248817695304488319733394725951071009075171765446562009
geometric with success probability $p$ on $\{1,2,\ldots\}$
3/10
bits:
2.937636330768975394082730747475878857293894775135125817813087975347935713555941855149843004882653776
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/20
nats:
3.970304866917451128532950316981598306021826495097117050858913717442763293721195431268201349221281698
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/20
bits:
5.727939142319122575329519554557949486119984036922465964046158029891956576268671467751341837916049225
geometric with success probability $p$ on $\{1,2,\ldots\}$
3/20
nats:
2.818060585373272476758882436080029098196703190784884954607677888102622654889761746903583540213864448
geometric with success probability $p$ on $\{1,2,\ldots\}$
3/20
bits:
4.065602031442669490908683191389159990941880279184072453858505286040520064994644489460373287030168577
geometric with success probability $p$ on $\{1,2,\ldots\}$
7/20
nats:
1.849847540098949880610237939771345077657708010117834824345262217290174988351303815732732932411267954
geometric with success probability $p$ on $\{1,2,\ldots\}$
7/20
bits:
2.668765872501402874307719837689708045662824036492162993050580001695618880558260644228838997048701993
geometric with success probability $p$ on $\{1,2,\ldots\}$
9/20
nats:
1.529197363807974382100964211180992281315380780628831727161268378145346387995597629920725029671575490
geometric with success probability $p$ on $\{1,2,\ldots\}$
9/20
bits:
2.206165453306240652560677120527042645987157971058611596494529114621032290550427590199704669611767708
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/25
nats:
4.198603693354323858511368230180052163304284651741520957310769882884745566318253502917756245387264906
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/25
bits:
6.057304727060369038626236819721912583006023866609485151799756081810381363366655291972255769934389945
geometric with success probability $p$ on $\{1,2,\ldots\}$
2/25
nats:
3.484617147107342611324093643379259057977160101687676760711210436306658741896568970865871065573631217
geometric with success probability $p$ on $\{1,2,\ldots\}$
2/25
bits:
5.027239877528410665375280929364062684884295883025132117182806977228420741243836390979816536570239413
geometric with success probability $p$ on $\{1,2,\ldots\}$
3/25
nats:
3.057708260605913626436788521076358589533014099136281431654953921023062365434189966635216623412869246
geometric with success probability $p$ on $\{1,2,\ldots\}$
3/25
bits:
4.411340544061369737589589204886204725163677621050896617496308540398056837735927115110445719634144092
geometric with success probability $p$ on $\{1,2,\ldots\}$
4/25
nats:
2.747936746258393332046888025491038827924996400761755154647795085671310783560271894693256991813488777
geometric with success probability $p$ on $\{1,2,\ldots\}$
4/25
bits:
3.964434716503537831676524497424228781955976986099492968985971959989234555160919565771004053028557046
geometric with success probability $p$ on $\{1,2,\ldots\}$
6/25
nats:
2.296166367029053330831930217525991855405319599274068384713150670524510092505552941843468353549836310
geometric with success probability $p$ on $\{1,2,\ldots\}$
6/25
bits:
3.312667830768842653786111462592125951584339896917499660492388996187235084626879428020308548198104071
geometric with success probability $p$ on $\{1,2,\ldots\}$
7/25
nats:
2.117690419455265876365927248821288610878830300892754705685061048902144370684853666948196765044855468
geometric with success probability $p$ on $\{1,2,\ldots\}$
7/25
bits:
3.055181466286180872726797753103614116771580656076675277227097451260708098257000233745694725246550792
geometric with success probability $p$ on $\{1,2,\ldots\}$
8/25
nats:
1.958967054913832242472788405308749154683576659352762326585379100233566083686797910182545162513422741
geometric with success probability $p$ on $\{1,2,\ldots\}$
8/25
bits:
2.826192055389043431649606161336579346881253231420884863073183212027862272078220703931519198328234389
geometric with success probability $p$ on $\{1,2,\ldots\}$
9/25
nats:
1.815050541093616053580077402597846548421469897062228855631597328961873366820829447667373043360111882
geometric with success probability $p$ on $\{1,2,\ldots\}$
9/25
bits:
2.618564414598589569705407831489867959507212256973819057170474667672996747792534074122882068826991044
geometric with success probability $p$ on $\{1,2,\ldots\}$
11/25
nats:
1.558931364209938376549127199552179228205918565902242452009742503749000976021144420015616959859084985
geometric with success probability $p$ on $\{1,2,\ldots\}$
11/25
bits:
2.249062548231944551921400683567286811502877282291237349710447050074782739040032463793866262493604672
geometric with success probability $p$ on $\{1,2,\ldots\}$
12/25
nats:
1.442389514770753119882176346907807835352474542752006171872679225299377522022464593524009531187815302
geometric with success probability $p$ on $\{1,2,\ldots\}$
12/25
bits:
2.080928199990003760909378303479889929246176961302981006105730175028870222555802428360310547941369600
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/50
nats:
4.901955663986599030612970538095978851900838645842138428278554928204753319547724000116021297527485812
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/50
bits:
7.072027127091032257718949860219598339662529957776264405101050622702034472367608908223596417256358569
geometric with success probability $p$ on $\{1,2,\ldots\}$
3/50
nats:
3.782792041676740092055707401822616974759432292148585660556938107084880318274011643327762827754879362
geometric with success probability $p$ on $\{1,2,\ldots\}$
3/50
bits:
5.457415319241269916880873556085108700176925899418174164897695517468530166353082936924756218825154643
geometric with success probability $p$ on $\{1,2,\ldots\}$
7/50
nats:
2.892596321885275083695406016793415959976099012554946246405798882977368050492515787382355535915987347
geometric with success probability $p$ on $\{1,2,\ldots\}$
7/50
bits:
4.173134368877542094702866741169900335908465699141497167691588565296970364096749149906675370201541328
geometric with success probability $p$ on $\{1,2,\ldots\}$
9/50
nats:
2.618852704500523169698425204043157616583053650964853087520501366217062146520399232791829752915584290
geometric with success probability $p$ on $\{1,2,\ldots\}$
9/50
bits:
3.778205809601554677895535372159895966707341795250646348867945460489970901672896751249276992247751811
geometric with success probability $p$ on $\{1,2,\ldots\}$
11/50
nats:
2.395036188324456025068689597898658362694435013710694528354426444901260958638832881347866005381388293
geometric with success probability $p$ on $\{1,2,\ldots\}$
11/50
bits:
3.455306831645298148787948827725396053418710086372853968296399131239059789206759005553904258273693431
geometric with success probability $p$ on $\{1,2,\ldots\}$
13/50
nats:
2.204065065890078532355589448231915802274137549059946486845340675332455273491524653180637445272483973
geometric with success probability $p$ on $\{1,2,\ldots\}$
13/50
bits:
3.179793740356222674856509528608807119856980169331047507512619978953384675455415686106230198057080528
geometric with success probability $p$ on $\{1,2,\ldots\}$
17/50
nats:
1.885398464356340105682836470611283888461892726048316166105182392161315577369633707617342125268308135
geometric with success probability $p$ on $\{1,2,\ldots\}$
17/50
bits:
2.720055014626558906127085592525472420118298805955640479938881975187910884651916954194745423872338515
geometric with success probability $p$ on $\{1,2,\ldots\}$
19/50
nats:
1.747537175168705292997996006781331664467201543962249274769436046504557611342456608374091320801113257
geometric with success probability $p$ on $\{1,2,\ldots\}$
19/50
bits:
2.521163216384998891156065386277209285541410711021111273344232068984702487228761604053003761695033153
geometric with success probability $p$ on $\{1,2,\ldots\}$
21/50
nats:
1.619742857600365391243337755683444841762770790743244436404503584255732378136597697614864214666065870
geometric with success probability $p$ on $\{1,2,\ldots\}$
21/50
bits:
2.336794988175365581873744907140707895677929671115468004055968942376137299814759021020461188713824313
geometric with success probability $p$ on $\{1,2,\ldots\}$
23/50
nats:
1.499877735779129349537711307529065198074506944343122053948692822406160759169253263825237082595987632
geometric with success probability $p$ on $\{1,2,\ldots\}$
23/50
bits:
2.163866171348316870717986037974978128411530191051666475660324727279331472242430000441821816206253868
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/100
nats:
5.600153435484734045207319807664951317668188737045903416557898929363863110775486011793105472539861738
geometric with success probability $p$ on $\{1,2,\ldots\}$
1/100
bits:
8.079313589591117282486633370356863526903104839309833380744890637142774866160230872376776008689410701
geometric with success probability $p$ on $\{1,2,\ldots\}$
3/100
nats:
4.491405605992224661363519306940326055604360164794851773922254474288280584443505996125722495051277353
geometric with success probability $p$ on $\{1,2,\ldots\}$
3/100
bits:
6.479728594385872028853144321529042871378068660042577744297894854606410525874972367428669212862195603
geometric with success probability $p$ on $\{1,2,\ldots\}$
7/100
nats:
3.623413527452734499527247502362353186957108886638687786106927910784460269043301808221448145124488297
geometric with success probability $p$ on $\{1,2,\ldots\}$
7/100
bits:
5.227480727146045932543269166683103258251039485612713728309494152714342835996813024814926858131464833
geometric with success probability $p$ on $\{1,2,\ldots\}$
9/100
nats:
3.361531367749978734781046648499336711367930479979654370167048563704952491175100549937348854076847737
geometric with success probability $p$ on $\{1,2,\ldots\}$
9/100
bits:
4.849664634045588659396380611262390407640942637838694597790444848816463110151302773323364993697129517
geometric with success probability $p$ on $\{1,2,\ldots\}$
13/100
nats:
2.972205432989259670659380905290588744261347107847228117393404687346580753172386969267496979634238140
geometric with success probability $p$ on $\{1,2,\ldots\}$
13/100
bits:
4.287986038676839169216134925111253310631222185060020089752437912276146985576270806629976708389851092
geometric with success probability $p$ on $\{1,2,\ldots\}$
17/100
nats:
2.681683606043284458287765170579173106693403694632253829236072425036087763886379058064962506630853795
geometric with success probability $p$ on $\{1,2,\ldots\}$
17/100
bits:
3.868851639671879109170333762242101025540861267317997713589340256290148753515907120744271058563924468
geometric with success probability $p$ on $\{1,2,\ldots\}$
19/100
nats:
2.559068235062064634282490156216068210890692159289490804863335347536305768074812752346259324514284467
geometric with success probability $p$ on $\{1,2,\ldots\}$
19/100
bits:
3.691955052020512757946084159134506963347882457314900660328339431865494240023633477029348514165372985
geometric with success probability $p$ on $\{1,2,\ldots\}$
21/100
nats:
2.447412717224883611305858836769598311834974283851029112144204178629204087202671578370637752396842610
geometric with success probability $p$ on $\{1,2,\ldots\}$
21/100
bits:
3.530870190148922498928494828559729378134549395953235558466994052026349476624464559157871951392294769
geometric with success probability $p$ on $\{1,2,\ldots\}$
23/100
nats:
2.344679745639349457789615611165153718596460806671310397282357015789472121938764115748143434388338801
geometric with success probability $p$ on $\{1,2,\ldots\}$
23/100
bits:
3.382657841506685587431125402495635724521105349689059748188777558804560647519616610457150765036888435
geometric with success probability $p$ on $\{1,2,\ldots\}$
27/100
nats:
2.160217926402211088031832598264246361767652032092046670395160096150622812687391382269056455965283748
geometric with success probability $p$ on $\{1,2,\ldots\}$
27/100
bits:
3.116535689659909670231028820830980399209661355834834455537751087723446101010169023113737684380321038
geometric with success probability $p$ on $\{1,2,\ldots\}$
29/100
nats:
2.076385112388551555203176903101792554860327235363614594528134760411445596481118013727190298787749273
geometric with success probability $p$ on $\{1,2,\ldots\}$
29/100
bits:
2.995590504618636265976256457869608823552838553885426862644809205555226104215185131665224871733051774
geometric with success probability $p$ on $\{1,2,\ldots\}$
31/100
nats:
1.997098917501893735737300972048450393647454860228918248858308705789563155351977630922595767928929607
geometric with success probability $p$ on $\{1,2,\ldots\}$
31/100
bits:
2.881204704444699141692575430445559957035498672551962238693595745366906261692623227922357541405865284
geometric with success probability $p$ on $\{1,2,\ldots\}$
33/100
nats:
1.921753441552138273806552614824569760144008443084912391787163515764402751507205046487456520029419550
geometric with success probability $p$ on $\{1,2,\ldots\}$
33/100
bits:
2.772504159938568276522726079339550869172219482418747133596420419097316196926834417120518724488838823
geometric with success probability $p$ on $\{1,2,\ldots\}$
37/100
nats:
1.780961299143412784447044011339209046032358885168334361088939067702218621564920079209123614986034320
geometric with success probability $p$ on $\{1,2,\ldots\}$
37/100
bits:
2.569384034289367297657025875761089746856007078970964368055284109603675829394727496733467000457612921
geometric with success probability $p$ on $\{1,2,\ldots\}$
39/100
nats:
1.714738684235408716904179004279087536571952046078522159217674970107469083506432736929072644458940718
geometric with success probability $p$ on $\{1,2,\ldots\}$
39/100
bits:
2.473844996166890291720206101687249557497694446641651712285814095591896212523072807009988589889409745
geometric with success probability $p$ on $\{1,2,\ldots\}$
41/100
nats:
1.650874504231587055090585868118950501879268485606985633830869164545429071248251637525448307153970928
geometric with success probability $p$ on $\{1,2,\ldots\}$
41/100
bits:
2.381708460384936680112733007449438728379166957594666318451837986033927998754862757010010696243122579
geometric with success probability $p$ on $\{1,2,\ldots\}$
43/100
nats:
1.589104450172478929400523738158367493110229350834898859253065193236388807623537735385578120893671470
geometric with success probability $p$ on $\{1,2,\ldots\}$
43/100
bits:
2.292593109718418202626792289465954244313726345791457385765883503233527913943841393681892622404516020
geometric with success probability $p$ on $\{1,2,\ldots\}$
47/100
nats:
1.470949146812211191773547767851927986660151132478926227333847361332762134078571981535320118058144115
geometric with success probability $p$ on $\{1,2,\ldots\}$
47/100
bits:
2.122131039505828863407543520561981875015781502700140767804786503018399416444516128757260172279405607
geometric with success probability $p$ on $\{1,2,\ldots\}$
49/100
nats:
1.414177892294853439783468356833938035995216778283652909122792037798419695219819493202809518181535983
geometric with success probability $p$ on $\{1,2,\ldots\}$
49/100
bits:
2.040227432148591672850057961561007182139193940170039519038290664060775113353088945335444199762101547
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
2, 1/2
nats:
1.879446901369988737925788796157318555100512433922042600578113052861162305480701611006017410718057259
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
2, 1/2
bits:
2.711468724220611478455312866757461691832922457629908654148941494435117824326743107673891892166375716
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
2, 1/3
nats:
2.449867104579724689101935770018060700850781293299710434708526875716573623656414507411149302607820754
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
2, 1/3
bits:
3.534411122614172302399089788662596008978492107551128562669327673613488531954707255572644391095372123
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
2, 1/4
nats:
2.805417974802155386714640721728335314455627537410893676914064465364988721563584019301420108927106471
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
2, 1/4
bits:
4.047362599867828479671397437794379190413741192229037728235451854040454717915132847439611885682872696
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
2, 1/10
nats:
3.824231985038146674850500425972198754184672624619114773187337091564020102471937812117569704276518706
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
2, 1/10
bits:
5.517200520023490714553629076400888082127447847765227725887394437281408174615990746919639767794903455
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
3, 1/2
nats:
2.159602485630811620012601119650848258667065315834938900741333872083865742214323643137821920133446330
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
3, 1/2
bits:
3.115647796311050779535873450451879809622313225025739365623644668625130642093557685747070761375193152
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
3, 1/3
nats:
2.730098044633693543146062168051642813179599074191337631500254290553572546766619188911606339561276595
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
3, 1/3
bits:
3.938698910133685551761085832307448105028119671101382761408863728879034105161536477177912234858875932
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
3, 1/4
nats:
3.083097240951922637197144180195810670198606399721134551957041829215929410504898952918999292105844901
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
3, 1/4
bits:
4.447969100099784295686643272643995038981149913619978091953091028354179149934313319379988740428386180
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
3, 1/10
nats:
4.096539445838805839523459194428109521218538623476097589951459824280402106997762802472410186292422924
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
3, 1/10
bits:
5.910057143317667488360733008613298969559669408420038695701362807682073655530623029481239210390949538
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
4, 1/2
nats:
2.346363347587143987539751892729112036624632263462642478634989332204783342265270592599639057599919211
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
4, 1/2
bits:
3.385086765687599754964928686428639950660618372377804012243372175484322094394964718989275094401232184
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
4, 1/3
nats:
2.911513097736697861019405938318775954212687596456503724817299722978323273439689272213272012966385246
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
4, 1/3
bits:
4.200425507587997834008370633356179386578991947856242305961671347912645883429980684748564575466487796
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
4, 1/4
nats:
3.262086579310003689959415571992778032064618586465496322993423890925318072542832233048726092693040789
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
4, 1/4
bits:
4.706196130920984546532648707880344135611277419271709713910260375029858122531974200756423899248507727
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
4, 1/10
nats:
4.272837953295725805724313083039532558496559058474614057493275072199571602767671617094046043666500600
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
4, 1/10
bits:
6.164402125741891859177045220415489012993207890237866142348135519904411128973273457465634981136538946
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
5, 1/2
nats:
2.483619150583802605562173905513994399670192904332732875099860366839411599285545380546957675711634023
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
5, 1/2
bits:
3.583105032004111666070963738862561101686470002006546674905011373428116160649116775476381357539647803
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
5, 1/3
nats:
3.044375976937700299109851396698909384452670977918133547065177045252981774097929905960529939050059743
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
5, 1/3
bits:
4.392106124529513452275536562145327021989956085007890092699036251185265745372166310442733511973920097
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
5, 1/4
nats:
3.393592382478125184568360171607053703134349869249672294010630521083591017269045755383931060565907164
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
5, 1/4
bits:
4.895918900999753559794296683271328828771970765001241167663230603895475643094670293068877903314421277
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
5, 1/10
nats:
4.403176828671754228578305727576861159781646038679826337222800037026905826897151266270601933316501943
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
5, 1/10
bits:
6.352441374881932690493257863936960449965086412926850424968971571687067591769433371396454255963040627
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
6, 1/2
nats:
2.591291695951424195371350623153102952307365231053966774394307045355189284354839470362210447109646226
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
6, 1/2
bits:
3.738443679245871263094694498391608695068929465023119394473423814144673706304638435421628761800973870
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
6, 1/3
nats:
3.149085770859069736133955193010718286920116800760524741613002236811312536129417582341442892053557691
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
6, 1/3
bits:
4.543170424952378464266099573547086029922628767699342378594929576539360368535108293680700451404071433
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
6, 1/4
nats:
3.497565413071357586776615912664227567575294152321964867542326420592651734354784048226522660755759414
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
6, 1/4
bits:
5.045920276622806423577129855224952410902265918418637868810974302361872666294011334140358178947896431
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
6, 1/10
nats:
4.506575884046698504020046617684940330183166132751328752398296056598671644031170993073252399665853757
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
6, 1/10
bits:
6.501614679303968113533359252614631543666064412182277714875481114022307740191274032718326488264251596
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
7, 1/2
nats:
2.679668528945075960943083140404993073002061525033255817421514110721922765458717757689812249592629283
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
7, 1/2
bits:
3.865944497935284787361991451555035252110944017933382779306912505447064676374867209754016500579699738
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
7, 1/3
nats:
3.235529793580250893536859058587691996264906378865365704046175513946143211890424686054166035138065781
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
7, 1/3
bits:
4.667882787846719395976848212063342874633686453681245648202490340953250000767180855513199705020552695
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
7, 1/4
nats:
3.583582543152124785753146295468219978536449249496344751414840284065868450574188126309736324810495951
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
7, 1/4
bits:
5.170016763621830141983183997386615311088067034292921461156027373144744235381743384988088704263124433
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
7, 1/10
nats:
4.592264428308361232133418250572350637019450815640842544996433250574679842373959487904250538182735884
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
7, 1/10
bits:
6.625237117171263373813948485285472273259823247244383130908027048066716246718626416397629415874875444
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
8, 1/2
nats:
2.754588631980323463205976651105495546790927827281703094629101148286790838358658492693927024191928246
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
8, 1/2
bits:
3.974031359047126534123026950376289469643360963045388132684340527005615789046151076936042622800236399
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
8, 1/3
nats:
3.309168431412236876319500797284692877809412583333243660739313286505193885565360347218120097800379833
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
8, 1/3
bits:
4.774120885464743981087356562640274070678265685955748297779692707724663715415949627289268445077347594
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
8, 1/4
nats:
3.656951445667729262850747948648301419117847583415276396174313381087052256049068916813730275744625302
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
8, 1/4
bits:
5.275865715436558513268217403783844332338630503472058785754601672851856275495216449273385438475914913
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
8, 1/10
nats:
4.665421277814408941696014684628752712365488801277787455346415162704871219521067007584441335878993395
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
8, 1/10
bits:
6.730780141160698616611880324939210485640152621350730243767971172110116541585501401427538937871602923
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
9, 1/2
nats:
2.819624074503889115839126687935684535990942074836195198494923473083851328800023206420327677550394053
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
9, 1/2
bits:
4.067857669457893912876144909344075283008976027618465587599758205854999141655900020044966231105736001
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
9, 1/3
nats:
3.373323834047520856084623522341011748335782853633496765441233330993080000289264146428976721398405721
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
9, 1/3
bits:
4.866677566692902913013169420962884119884071767179663599843283630143199448511560274488109355225273307
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
9, 1/4
nats:
3.720922351794979839946667254461993478464442545271333759307270753068916484315722201006571445163548637
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
9, 1/4
bits:
5.368156224467516324364420347060658273452577784510998206696202208414721618492330165888221263506010427
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
9, 1/10
nats:
4.729243471379188572086396087517198087965729499739399490243101528435308618002083080562252804923578886
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
9, 1/10
bits:
6.822856103315261702725647996690290815935359435862464307846333694509709045795941519733308448374570932
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
10, 1/2
nats:
2.877098210794647635265328380692670580739269121320515312631039129165275179695762828767124516344119412
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
10, 1/2
bits:
4.150775320863947630722171133737885449295870885246950094832225370424433250907809552109454928613195122
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
10, 1/3
nats:
3.430168279359647660797625165510119006740096483615321154332986778280490677674774846616001543424642280
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
10, 1/3
bits:
4.948686766046792137817818656654195383840529638592860536611923069072070882970474994817410560505475502
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
10, 1/4
nats:
3.777632439167529815198128832458566399337494675942545817055974920014516285611858052542849012667986687
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
10, 1/4
bits:
5.449971586288273998314207782771346610777598428328893835458247101761065774695882232563150202289125783
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
10, 1/10
nats:
4.785843152910122319598680897013319929343095933543888146045893710117799204336282555136944715950496492
negative binomial $\operatorname{NB}(r,p)$, failures before the $r$th success with success probability $p$
10, 1/10
bits:
6.904512183175834472579459092817319189411425758731400099897986900147206831659834870993656702635258307
Poisson$(\lambda)$
1/2
nats:
0.9276374674957973741380689368997581161181488664823499650950432870081292570454866484877211846538914968
Poisson$(\lambda)$
1/2
bits:
1.338297974098983856413811741912613418168564396089567771516892892268879012163659973754392647533261072
Poisson$(\lambda)$
1
nats:
1.304842242256251484308800012107587605872065984275157220597445437553228920185141353023669020482477252
Poisson$(\lambda)$
1
bits:
1.882489432045529431148225220161389460789969828965417543855549868681617086658698595848528595674821755
Poisson$(\lambda)$
3/2
nats:
1.539404652817375537420505972498112187463117204944891761208332163402378303606451029641360422929993834
Poisson$(\lambda)$
3/2
bits:
2.220891458541024119128154395955314249913987338184135433427170610929808291199388515682229815447931185
Poisson$(\lambda)$
2
nats:
1.704882643932983838377586644492340397420976065766115801126708886596714230612459356368362295216890990
Poisson$(\lambda)$
2
bits:
2.459625735699780160326968433582661250941312804283989504850529101691252519175780838299821850064095362
Poisson$(\lambda)$
5/2
nats:
1.830726607926971682605599957334357820035222633779063185594791050580240543441090320215311599127137182
Poisson$(\lambda)$
5/2
bits:
2.641180198479715692042790979191877764391702715212450163151039267763513335847241238169855842712652037
Poisson$(\lambda)$
3
nats:
1.931470198148568933920429874127834053141403525336052813746881945019538729813054702547951673861818325
Poisson$(\lambda)$
3
bits:
2.786522476493763912625392660677598793417648784264444082499603201777175474140335917082785455885589506
Poisson$(\lambda)$
7/2
nats:
2.015172522512972281191703257567668482151311594224260979686239537574506009959929236249385425162933419
Poisson$(\lambda)$
7/2
bits:
2.907279404765168077763981946958716181565140299731930334643135942293590084967320392355186793891106727
Poisson$(\lambda)$
4
nats:
2.086672699880963843364905413809789785036141186912488866865116363393855498254560539498013526411849621
Poisson$(\lambda)$
4
bits:
3.010432356076650800573001069074024808015655368347941892641591307264329311555754173685781972285967802
Poisson$(\lambda)$
9/2
nats:
2.149057657291177720662766283583869089488940127886608659360632153135190596179776291374245081653255474
Poisson$(\lambda)$
9/2
bits:
3.100434824758435550997181059363749150563688468453148571200660433993762837860831402693911623626509882
Poisson$(\lambda)$
5
nats:
2.204395243428367907085868718265451070467333943465290792661037432762168690515573557212543455905145669
Poisson$(\lambda)$
5
bits:
3.180270085853325681614056203858280644121621748014434509458697795052746386504081507283025505277318451
Poisson$(\lambda)$
11/2
nats:
2.254128397205339932352588666478317114386028847864020174964231291683236504300151061310609361205464332
Poisson$(\lambda)$
11/2
bits:
3.252019860175131442525439909447227502047372674140368057392736866676977844171176147424120252998512405
Poisson$(\lambda)$
6
nats:
2.299299563162719628833883849800045225698348435423323454727939858103141962017085434319194087898010972
Poisson$(\lambda)$
6
bits:
3.317188077293015495639602812475706867310217218037655142815698360509239313845274138726121649581034856
Poisson$(\lambda)$
13/2
nats:
2.340684595915005417759062959845431555694587255351110902445735483368890061994314886984808320522044646
Poisson$(\lambda)$
13/2
bits:
3.376894058811765531713619702322029310999870731360610646323948074147436043736747185373883447486102309
Poisson$(\lambda)$
7
nats:
2.378875915025292790756490494142431101060468544485704306409238317403771896450309845448426578662224143
Poisson$(\lambda)$
7
bits:
3.431992485497185022879489609008425074874441390853514411247465825092867379581380835445612747992943408
Poisson$(\lambda)$
15/2
nats:
2.414335980371920956848660018534165662085899103747658224941220722760423680573272963984444957567045024
Poisson$(\lambda)$
15/2
bits:
3.483150545922364059340702927887187831910386129631038879933892121175569900975006475066036640978476130
Poisson$(\lambda)$
8
nats:
2.447432766544303521145548835547853824202579976376958155903602052273557668064215027567353141305212156
Poisson$(\lambda)$
8
bits:
3.530899115202622801642769555494344826907863480167108226115693723473248554820963499654229659457133342
Poisson$(\lambda)$
17/2
nats:
2.478463961751760384572910585812540462630704011338499817479853070593015375121234571232483361502084268
Poisson$(\lambda)$
17/2
bits:
3.575667666641278186549453571040999481535369738125960098441341029587031497697636499449120556096570763
Poisson$(\lambda)$
9
nats:
2.507673896080288983307899256236729597427714249478538371667415759186631878385724151976413858940196683
Poisson$(\lambda)$
9
bits:
3.617808694041738689192020417041845135204635804161951197483586803302070332816148388379208187632523594
Poisson$(\lambda)$
19/2
nats:
2.535265656177975599923122887122388088267447942333826643597252635247341844025305790685167167348694253
Poisson$(\lambda)$
19/2
bits:
3.657615189504069151528682240787388045777181971586049629857788124057767858975400124538181277122040463
Poisson$(\lambda)$
10
nats:
2.561409935274909122596534696011572878698544369530912100000667004818623769766638851673775509467973981
Poisson$(\lambda)$
10
bits:
3.695333411304832131328319876231498997315132843521031068595099901617290103726027857147682893950738059
Poisson$(\lambda)$
11
nats:
2.609914772529964161676277949405298375717912894829116304709278349102478813419169065582539960048254826
Poisson$(\lambda)$
11
bits:
3.765311099471826276535363975965011024604823913841807286257761630206720976366213409368797014795449274
Poisson$(\lambda)$
12
nats:
2.654119759193953918448335987878548541661362776799334656918587763835290057395884361905779329182442472
Poisson$(\lambda)$
12
bits:
3.829085414514527060808338882779417657276695424440188940110712685238850240503430676567908107201734572
Poisson$(\lambda)$
13
nats:
2.694726988440934805110961128293260498543857305929112398328495603968114266330653426695040349923164309
Poisson$(\lambda)$
13
bits:
3.887669262773387661846152043739604545190072991584634004461327060852813301161396284635288477828148974
Poisson$(\lambda)$
14
nats:
2.732279117514093289816313994292547256438650865354550028685514005388522950003731839614356520148584870
Poisson$(\lambda)$
14
bits:
3.941845533162055673478975141858786516297399989561695703619207833149758297773820733347130039947790525
Poisson$(\lambda)$
15
nats:
2.767204386781281645709122804666784127619841120604633162307118331245380942090578191697760008076242512
Poisson$(\lambda)$
15
bits:
3.992232045935540035642007804819096397176270482210215783708782093486466719098225811644873570063013614
Poisson$(\lambda)$
16
nats:
2.799846746366404883161529115997215534963651806403194667798276856182137929455106883845833280757558198
Poisson$(\lambda)$
16
bits:
4.039325016231911651304395676781591241896018381229093137751574699315737633201032297768672627042994624
Poisson$(\lambda)$
17
nats:
2.830486654592801591065821310765284142091578493426671526871562930910987791084869048303779491944531987
Poisson$(\lambda)$
17
bits:
4.083529059883427136088379824870694276952723411084483570969287226846491699267734110897036010382572312
Poisson$(\lambda)$
18
nats:
2.859355821508481381140110271800580190314589983190394980296541927767915649013136900939404306910534449
Poisson$(\lambda)$
18
bits:
4.125178463827274100445802854081470275331922590989326931749847361269307494498906843958151418188165731
Poisson$(\lambda)$
19
nats:
2.886647901001217788964592056359279022509628800407729944607314757041114728866668175279991185604526433
Poisson$(\lambda)$
19
bits:
4.164552611566992292021400797092547888372610023933355541736114425840975872630037189065582161043429559
Poisson$(\lambda)$
20
nats:
2.912526400182318058528039532827949715257857927145863882972145255583603459312485415107806276842359088
Poisson$(\lambda)$
20
bits:
4.201887394001214751472641352896721724969469810372668779240524121494806876950183971882121389614160943
uniform on $\{1,\ldots,n\}$
2
nats:
0.6931471805599453094172321214581765680755001343602552541206800094933936219696947156058633269964186875
comment: In bits this entropy is exactly $1$.
uniform on $\{1,\ldots,n\}$
3
nats:
1.098612288668109691395245236922525704647490557822749451734694333637494293218608966873615754813732089
uniform on $\{1,\ldots,n\}$
3
bits:
1.584962500721156181453738943947816508759814407692481060455752654541098227794358562522280474918088242
uniform on $\{1,\ldots,n\}$
4
nats:
1.386294361119890618834464242916353136151000268720510508241360018986787243939389431211726653992837375
comment: In bits this entropy is exactly $2$.
uniform on $\{1,\ldots,n\}$
5
nats:
1.609437912434100374600759333226187639525601354268517721912647891474178987707657764630133878093179611
uniform on $\{1,\ldots,n\}$
5
bits:
2.321928094887362347870319429489390175864831393024580612054756395815934776608625215850139743359370155
uniform on $\{1,\ldots,n\}$
6
nats:
1.791759469228055000812477358380702272722990692183004705855374343130887915188303682479479081810150776
uniform on $\{1,\ldots,n\}$
6
bits:
2.584962500721156181453738943947816508759814407692481060455752654541098227794358562522280474918088242
uniform on $\{1,\ldots,n\}$
7
nats:
1.945910149055313305105352743443179729637084729581861188459390149937579862752069267787658498587871527
uniform on $\{1,\ldots,n\}$
7
bits:
2.807354922057604107441969317231830808641026625966140783677291724070320848862192986497860999170210785
uniform on $\{1,\ldots,n\}$
8
nats:
2.079441541679835928251696364374529704226500403080765762362040028480180865909084146817589980989256063
comment: In bits this entropy is exactly $3$.
uniform on $\{1,\ldots,n\}$
9
nats:
2.197224577336219382790490473845051409294981115645498903469388667274988586437217933747231509627464178
uniform on $\{1,\ldots,n\}$
9
bits:
3.169925001442312362907477887895633017519628815384962120911505309082196455588717125044560949836176484
uniform on $\{1,\ldots,n\}$
10
nats:
2.302585092994045684017991454684364207601101488628772976033327900967572609677352480235997205089598298
uniform on $\{1,\ldots,n\}$
10
bits:
3.321928094887362347870319429489390175864831393024580612054756395815934776608625215850139743359370155
uniform on $\{1,\ldots,n\}$
11
nats:
2.397895272798370544061943577965129299821706853937417175218567709130573623913236713075054708002634791
uniform on $\{1,\ldots,n\}$
11
bits:
3.459431618637297256199363046725792958703231525681768071312801645726330619720018352709491299286900489
uniform on $\{1,\ldots,n\}$
12
nats:
2.484906649788000310229709479838878840798490826543259959976054352624281537157998398085342408806569464
uniform on $\{1,\ldots,n\}$
12
bits:
3.584962500721156181453738943947816508759814407692481060455752654541098227794358562522280474918088242
uniform on $\{1,\ldots,n\}$
13
nats:
2.564949357461536736053487441565318604805267944760207116419045510663464667324410179399574663440489489
uniform on $\{1,\ldots,n\}$
13
bits:
3.700439718141092160396812654256694733628436401791037369538463525842855186633025300147376530281154896
uniform on $\{1,\ldots,n\}$
14
nats:
2.639057329615258614522584864901356297712584863942116442580070159430973484721763983393521825584290215
uniform on $\{1,\ldots,n\}$
14
bits:
3.807354922057604107441969317231830808641026625966140783677291724070320848862192986497860999170210785
uniform on $\{1,\ldots,n\}$
15
nats:
2.708050201102210065996004570148713344173091912091267173647342225111673280926266731503749632906911700
uniform on $\{1,\ldots,n\}$
15
bits:
3.906890595608518529324058373437206684624645800717061672510509050357033004402983778372420218277458397
uniform on $\{1,\ldots,n\}$
16
nats:
2.772588722239781237668928485832706272302000537441021016482720037973574487878778862423453307985674750
comment: In bits this entropy is exactly $4$.
uniform on $\{1,\ldots,n\}$
17
nats:
2.833213344056216080249534617873126535588203012585744787297237737882292575800931280912094868037502948
uniform on $\{1,\ldots,n\}$
17
bits:
4.087462841250339408254066010810404354011267282344820688126609064386696509047382068297343151843684273
uniform on $\{1,\ldots,n\}$
18
nats:
2.890371757896164692207722595303227977370481250005754157590068676768382208406912649353094836623882865
uniform on $\{1,\ldots,n\}$
18
bits:
4.169925001442312362907477887895633017519628815384962120911505309082196455588717125044560949836176484
uniform on $\{1,\ldots,n\}$
19
nats:
2.944438979166440460009027431887853537237379261299128818537960236409292702064197288714158383815739896
uniform on $\{1,\ldots,n\}$
19
bits:
4.247927513443585493793519422906834422693507569661534014581524730864565208205464886802708054172176520
uniform on $\{1,\ldots,n\}$
20
nats:
2.995732273553990993435223576142540775676601622989028230154007910460966231647047195841860532086016986
uniform on $\{1,\ldots,n\}$
20
bits:
4.321928094887362347870319429489390175864831393024580612054756395815934776608625215850139743359370155
uniform on $\{1,\ldots,n\}$
21
nats:
3.044522437723422996500597980365705434284575287404610640194084483575074155970678234661274253401603616
uniform on $\{1,\ldots,n\}$
21
bits:
4.392317422778760288895708261179647317400841033658621844133044378611419076656551549020141474088299027
uniform on $\{1,\ldots,n\}$
22
nats:
3.091042453358315853479175699423305867897206988297672429339247718623967245882931428680918034999053479
uniform on $\{1,\ldots,n\}$
22
bits:
4.459431618637297256199363046725792958703231525681768071312801645726330619720018352709491299286900489
uniform on $\{1,\ldots,n\}$
23
nats:
3.135494215929149690806752831810196118442380314840435741998635377482993245984798298198401092152994814
uniform on $\{1,\ldots,n\}$
23
bits:
4.523561956057012872294148244162668844498825125442555059494443732014778145562764696110754525862088214
uniform on $\{1,\ldots,n\}$
24
nats:
3.178053830347945619646941601297055408873990960903515214096734362117675159127693113691205735802988151
uniform on $\{1,\ldots,n\}$
24
bits:
4.584962500721156181453738943947816508759814407692481060455752654541098227794358562522280474918088242
uniform on $\{1,\ldots,n\}$
25
nats:
3.218875824868200749201518666452375279051202708537035443825295782948357975415315529260267756186359222
uniform on $\{1,\ldots,n\}$
25
bits:
4.643856189774724695740638858978780351729662786049161224109512791631869553217250431700279486718740310
uniform on $\{1,\ldots,n\}$
26
nats:
3.258096538021482045470719563023495172880768079120462370539725520156858289294104895005437990436908176
uniform on $\{1,\ldots,n\}$
26
bits:
4.700439718141092160396812654256694733628436401791037369538463525842855186633025300147376530281154896
uniform on $\{1,\ldots,n\}$
27
nats:
3.295836866004329074185735710767577113942471673468248355204083000912482879655826900620847264441196266
uniform on $\{1,\ldots,n\}$
27
bits:
4.754887502163468544361216831843449526279443223077443181367257963623294683383075687566841424754264726
uniform on $\{1,\ldots,n\}$
28
nats:
3.332204510175203923939816986359532865788084998302371696700750168924367106691458698999385152580708902
uniform on $\{1,\ldots,n\}$
28
bits:
4.807354922057604107441969317231830808641026625966140783677291724070320848862192986497860999170210785
uniform on $\{1,\ldots,n\}$
29
nats:
3.367295829986474027183272032361911605494512913922744078921670351642780781137852333293367114817856423
uniform on $\{1,\ldots,n\}$
29
bits:
4.857980995127572120719773324627984762476860500075937048051943442788096336378103434971079945416980185
uniform on $\{1,\ldots,n\}$
30
nats:
3.401197381662155375413236691606889912248592046451522427768022234605066902895961447109612959903330387
uniform on $\{1,\ldots,n\}$
30
bits:
4.906890595608518529324058373437206684624645800717061672510509050357033004402983778372420218277458397
hypergeometric with population $N$, successes $K$, and draws $n$
10, 2, 2
nats:
0.7474814710871595424353002205959008132895071687690667637966026623611793342910689123605201166088516715
hypergeometric with population $N$, successes $K$, and draws $n$
10, 2, 2
bits:
1.078387811493832155036127519996328468007821418919499578678169076587709370683088927073809404822971040
hypergeometric with population $N$, successes $K$, and draws $n$
10, 2, 5
nats:
0.9950269901795212593824099014046464681916469702250978339087265011256030946130993020167734320217338660
hypergeometric with population $N$, successes $K$, and draws $n$
10, 2, 5
bits:
1.435520504282666614090633760401527364261389152593528447547751755851121579695036449572261092414304176
hypergeometric with population $N$, successes $K$, and draws $n$
10, 2, 8
nats:
0.7474814710871595424353002205959008132895071687690667637966026623611793342910689123605201166088516715
hypergeometric with population $N$, successes $K$, and draws $n$
10, 2, 8
bits:
1.078387811493832155036127519996328468007821418919499578678169076587709370683088927073809404822971040
hypergeometric with population $N$, successes $K$, and draws $n$
10, 5, 2
nats:
0.9950269901795212593824099014046464681916469702250978339087265011256030946130993020167734320217338660
hypergeometric with population $N$, successes $K$, and draws $n$
10, 5, 2
bits:
1.435520504282666614090633760401527364261389152593528447547751755851121579695036449572261092414304176
hypergeometric with population $N$, successes $K$, and draws $n$
10, 5, 5
nats:
1.235866276237501437415733987203138056856872737446438208882059671380121793756824376566409242187707681
hypergeometric with population $N$, successes $K$, and draws $n$
10, 5, 5
bits:
1.782978147929753081717861035505657921666942359953125499718248628755821319116336270569922458213986168
hypergeometric with population $N$, successes $K$, and draws $n$
10, 5, 8
nats:
0.9950269901795212593824099014046464681916469702250978339087265011256030946130993020167734320217338660
hypergeometric with population $N$, successes $K$, and draws $n$
10, 5, 8
bits:
1.435520504282666614090633760401527364261389152593528447547751755851121579695036449572261092414304176
hypergeometric with population $N$, successes $K$, and draws $n$
20, 2, 2
nats:
0.5172152102791041129553230505917346437690991633144458813666523863532445342889461111533164853628601624
hypergeometric with population $N$, successes $K$, and draws $n$
20, 2, 2
bits:
0.7461838189420059150723366394158745644797403294939282785539353884294489532850532969532924198940674680
hypergeometric with population $N$, successes $K$, and draws $n$
20, 2, 5
nats:
0.8496383026252035448134413853769020153464725539334277158947647840411483310544806008554235405745220360
hypergeometric with population $N$, successes $K$, and draws $n$
20, 2, 5
bits:
1.225768965746697493617973394319184582304366813935560756306483475438373216736192802460358732329646111
hypergeometric with population $N$, successes $K$, and draws $n$
20, 2, 10
nats:
1.020094373854497117875383236186510608448624328780448681460504608529814766433606037891406505153877138
hypergeometric with population $N$, successes $K$, and draws $n$
20, 2, 10
bits:
1.471685094398615244063493355225013427097456344992562161489360955080401215237848766597316160376424419
hypergeometric with population $N$, successes $K$, and draws $n$
20, 5, 2
nats:
0.8496383026252035448134413853769020153464725539334277158947647840411483310544806008554235405745220360
hypergeometric with population $N$, successes $K$, and draws $n$
20, 5, 2
bits:
1.225768965746697493617973394319184582304366813935560756306483475438373216736192802460358732329646111
hypergeometric with population $N$, successes $K$, and draws $n$
20, 5, 5
nats:
1.247673279616172846414580108421158201190032728727577037910456851035242831454395745575001619265833728
hypergeometric with population $N$, successes $K$, and draws $n$
20, 5, 5
bits:
1.800012053151921559224521579111895619063902103155378256424309736929313564440780981634547028902144749
hypergeometric with population $N$, successes $K$, and draws $n$
20, 5, 10
nats:
1.410178992589031228652819447306708741437597768533311273935985517608637596611516046058897830503149884
hypergeometric with population $N$, successes $K$, and draws $n$
20, 5, 10
bits:
2.034458239373989634221859674560713137552345239847121861610699015808455486701181968646063973142589464
hypergeometric with population $N$, successes $K$, and draws $n$
20, 10, 2
nats:
1.020094373854497117875383236186510608448624328780448681460504608529814766433606037891406505153877138
hypergeometric with population $N$, successes $K$, and draws $n$
20, 10, 2
bits:
1.471685094398615244063493355225013427097456344992562161489360955080401215237848766597316160376424419
hypergeometric with population $N$, successes $K$, and draws $n$
20, 10, 5
nats:
1.410178992589031228652819447306708741437597768533311273935985517608637596611516046058897830503149884
hypergeometric with population $N$, successes $K$, and draws $n$
20, 10, 5
bits:
2.034458239373989634221859674560713137552345239847121861610699015808455486701181968646063973142589464
hypergeometric with population $N$, successes $K$, and draws $n$
20, 10, 10
nats:
1.555951815188116695579963730964488847021215656874658798345139717291614830311643423806768088940376957
hypergeometric with population $N$, successes $K$, and draws $n$
20, 10, 10
bits:
2.244763967634076850971891622394606806258417704630886357073461114387040892888987441338589618719612136
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/2
nats:
0.8829244358028678611733744961944307354433879906766004350294190823427973390492067733167179077816810386
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/2
bits:
1.273790705012483395982892455866812915659499706530622071372273071913531835757766350845756697418032690
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/3
nats:
0.5957444426529752089282563657246481688718219798805927581642526774231175248251386656391035900374057623
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/3
bits:
0.8594775530526067848202872635752976425515522792528938072459351654796377067686578111829621668089720239
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/4
nats:
0.4616944452661272704618622200724521231693208414645724404058230192556863601350996894431734800131608207
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/4
bits:
0.6660842865914227603269938800400590287199881480149275216994252109417654285050799830833911066724897286
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/5
nats:
0.3815083617781486930406096444585622895676310367784354881304725093927229804815598207217323097148839578
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/5
bits:
0.5504002215950076730547759683670634669483144108551243294646871197679114329221134109077580761649880490
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/10
nats:
0.2146256733097977327700470387913745065872989396977681389797236452424608948005024455284672061437511875
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/10
bits:
0.3096393945314999423229881594359854230011559336076745152315600223435417085671692483856979602040546990
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
11/100
nats:
0.2321102775566973302810445104221910373527786712051397228330649448855862256222377561258880902086242395
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
11/100
bits:
0.3348643463704081003977642332066198415830972653492620874682251106165436145652340882829227768315821531
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
2/5
nats:
0.7061788655876288926642071811479487931411471438884746933673414058336740053652418585655866928108773796
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
2/5
bits:
1.018800747363866059365688926175843546945898479684331941292099793730973474069285541837774468063067580
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
3/10
nats:
0.5418157739122489522576475826452125732573836606703275355486977707221429474931634990483766019934520831
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
3/10
bits:
0.7816749300986173552056923867685365120957508368139526365608441035687344885581751659307654932882836696
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/20
nats:
0.1215266341136756774640045442685343357925434586528077911320573803791387894668658499703513042745031811
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/20
bits:
0.1753258723717274267926351251017078948954670421256346383536396957327758234461123596411401495288593893
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
3/20
nats:
0.2998607695400497698950501978394255172511096795852178088338520653467749202434928694341638823755478706
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
3/20
bits:
0.4326076451725781358046219991911120744333990471931319097580884737332961180973016476347827867314325003
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
7/20
nats:
0.6229757674728398294335345496568122110770601591313233008196115178482120717991974719202367211451530801
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
7/20
bits:
0.8987640503270620175935261335766212399859263942303274954936728760265860165539854371128569138960853759
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
9/20
nats:
0.7924483826286087192660174347592624254320690699017577723037162754465516829393168016586726418769405844
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
9/20
bits:
1.143261351778773575764225147757404249353306578089839728317617354113597897445392889525408320750290765
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/25
nats:
0.1011257352290939186657447970895655778158553412931118575870796673141407289029510080745294387913756845
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/25
bits:
0.1458935967212641383142663401204175182661646340422791098621239305303175441544994005299146984173598477
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
2/25
nats:
0.1787235278158125545353813102444569283272681380654577542276464685941744626936568587719432086190205369
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
2/25
bits:
0.2578435472700534822604551264881641995133663928847983665734440148556016975431534330553938092626756777
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
3/25
nats:
0.2493433856958248547222929917538728197049682088645256162017254175415838937683238461568505547189453378
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
3/25
bits:
0.3597264660218306123673930437157843504008719218367795724085641044419399625374825792479043813729349940
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
4/25
nats:
0.3163927268536472707174210219308378328049737994583297993976164887070407346959620761146057981931019163
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
4/25
bits:
0.4564582180050932799012767693686786764606310649058566185486802613180785039703707464425250168217043172
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
6/25
nats:
0.4457012002836763817335028338562996751261126032307218455860710412439941496478379257628822640045252579
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
6/25
bits:
0.6430109113675185665606563253559375184119281377039415369246541037706310789687954461529453250077039834
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
7/25
nats:
0.5097006350639865614087930771510274328676676410980788561479786585879169121145471260259945256556359685
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
7/25
bits:
0.7353425785447687080511201799061672232756448214613978380916591113986985675627752262566534243195811049
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
8/25
nats:
0.5740981152173436327702361598459248064915385549854346221532259795176598410630559880523820562728668030
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
8/25
bits:
0.8282485038077623976357215896989387926121104194916105315906874170697983563559316219888001331028557954
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
9/25
nats:
0.6394210962917866924908731157732275912945386406379546150806310722834253677344018786437540882080250425
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
9/25
bits:
0.9224896446599450104919530877780305729567551926163984112227307697187996870648435960175922530205878048
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
11/25
nats:
0.7748969228720023949905995484278266444463889815968045017525163288000907845675201118745559293174041456
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
11/25
bits:
1.117939947827555419030074816880121682783497636604018808344320546551029400175605701687339289061358159
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
12/25
nats:
0.8461483535679885584854497717271371536772886206242537288727729710475571427451355915984172493402107967
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
12/25
bits:
1.220734033548898319623497689166351716704676369172789850297874739628566232942323134168728144232489286
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/50
nats:
0.05687827217065897218392531987207706328031646218087692134065563404274293324892853791581382178306114360
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/50
bits:
0.08205800119494243533482120602456272630994937289817893283479342038136261968096920625326267237983933430
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
3/50
nats:
0.1411613854061891200260745154895495757125117918357074492618625579144722853482239387643148845278560611
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
3/50
bits:
0.2036528306905247349219157998039952460315893178426719743947771604455680601891112693477305289403395204
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
7/50
nats:
0.2831907801804933229308713623473248919560165507874007048124218595746496605787292690830221844286631424
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
7/50
bits:
0.4085579341918742626276531478490480281970748681249203035462390850252449063207177062794983961883174778
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
9/50
nats:
0.3491199813808595092020037489580434141871802588518366295378702149651526731065613466172919676577828006
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
9/50
bits:
0.5036736658134132530883274985016278869915339914050089980800495683933444801768975722497409746831525759
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
11/50
nats:
0.4136701298613424362600123820553279388842972251727344967740761440221813661714559199772233506599571656
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
11/50
bits:
0.5967998449148522286983975131915425393535326555152536283045263836953333937274452217176087299812486238
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
13/50
nats:
0.4776859584772374889076702395190766408831754033594705034842087561213145629426050493269336068275295635
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
13/50
bits:
0.6891551633974018154450674088212738961739550617129816821010312697258120711421291542062211808658150321
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
17/50
nats:
0.6066120953711656047428914335583988596842426343065297570144220171967791518388341168695884788393017453
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
17/50
bits:
0.8751562617352435322280649169250038633496663920857574528716712424960330908751168955531837506865024940
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
19/50
nats:
0.6725885357728190118043689277746100736228926021579570214867606350186780656581186451927812520483809277
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
19/50
bits:
0.9703401451182151516596922833420948119049277595095864660941659104702727738944328372937404143215795871
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
21/50
nats:
0.7402585292366616340448749501387742285789093968458811235548371598626269253688800434485064098349126090
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
21/50
bits:
1.067967309105489470072305378486611400822041628354155931881715171693773869217608857536181092566617205
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
23/50
nats:
0.8101673991510519056258150778706189459806554582101367719945939550171278054899425015899147709489644666
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
23/50
bits:
1.168824489045131966710158761157697729876751003127975373914936457293542038262793553294437549114854572
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/100
nats:
0.03172559864712491065204744782383799722065798791184414149819100294309049736514357106954282204907060155
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
1/100
bits:
0.04577036383744071513203359612058505732308547946993291156282767868578756824989740236606733703858875735
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
3/100
nats:
0.07971535118412993844169373052992024141586359443033099982169668073561117153682420137021505073366291480
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
3/100
bits:
0.1150049418360664191128740309883426061843167694451269933625645563704410741376942467866141583177137386
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
7/100
nats:
0.1601894779430489861608308736773549012020921593806028909128854513663282818769657533715953446518624676
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
7/100
bits:
0.2311045654310287589467196691871260827168378141271269895375332579349778446531256918533187638208325823
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
9/100
nats:
0.1968473208061305966332003570036245745329979849263478368843617876286488971830618833502577041980038756
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
9/100
bits:
0.2839906535392834783884489051925746343970014973491440655532557421090569282432011335900381980719972327
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
13/100
nats:
0.2663602463675179200884806937676403665789201425488423644557815106939551841207784804180780298022818873
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
13/100
bits:
0.3842766065243806326188651891151574946933476280296668146368059560561422889667254656429490857741897812
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
17/100
nats:
0.3328065429693575193247648007830542498335250036673032868640887271623401189965821100573342479779218155
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
17/100
bits:
0.4801383491172918035462595730499002526972298049285700372491208777571357598614377834636382093289949979
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
19/100
nats:
0.3653490616677734156324433031035959575063172122979517269959256945110331851407315832230302147251709783
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
19/100
bits:
0.5270872794615327813127195186085323177548800911067528285492373867170340203890774653655622064246578695
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
21/100
nats:
0.3976112597929846184577835413362759280119835843493317979582257314745961675644289749799325449718675004
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
21/100
bits:
0.5736317927049521961555805914460570459713415662956952535455634917343249093373480401467112665912350186
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
23/100
nats:
0.4296965029539503204408205024839233235962748954749048394665298031419354405486441924069379098086219003
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
23/100
bits:
0.6199210138989939431029699701850065660660693465803148960494820689385892689550772480352166469630503694
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
27/100
nats:
0.4936850390339537317330952820441637604398916479917606364624670194117657194931778699856117526455603508
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
27/100
bits:
0.7122369575753593748230680954840349797181108488158631574294459024408022994772175105026679497611179059
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
29/100
nats:
0.5257414053633178019925175436371555239826635736846395588619543075476162831504478005947826727545736626
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
29/100
bits:
0.7584845183076528619802775510162062422309501469973828132892071559479788780787712024343815932946783298
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
31/100
nats:
0.5579319785949505135369295931131409172026152634132130141328299616069250735222189941881185398935726253
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
31/100
bits:
0.8049256986723023876920129517402771872560329025427229130687603148897466010321169268647441703460884054
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
33/100
nats:
0.5903221777248257466461536571808776910741557630477783700887052778662747073528179015360567227823248422
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
33/100
bits:
0.8516548783303794041010946420185463896208158013686895297779323209930400357025604185052468346493329570
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
37/100
nats:
0.6559560185185333927951651295174023011584029414519068908824843072709509496208038732664915621983223444
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
37/100
bits:
0.9463444949579571711604417665547275231517204845868417583804417219114234957940863094512144657469063547
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
39/100
nats:
0.6893267444971231309445123010826161686908105342462054168165371289180836128990393514380441919331292942
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
39/100
bits:
0.9944882758381330868554052007930176091732237474959195359993923902851930272669911343055800430877503467
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
41/100
nats:
0.7231532740853972323549196518581580960307685923776401690115743321919365628635903644046999636694023922
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
41/100
bits:
1.043289642325619922122610345447551946595241511762883512839218453299255752550231967296416157406819940
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
43/100
nats:
0.7575034052242885789781145110031467698519779035073407296568576156539687156488638533293177879005843673
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
43/100
bits:
1.092846406173584028615303419379037624179444199997591291656635439289035168112826319372095618507388848
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
47/100
nats:
0.8280639378227940956229204559385638814317483333873801344032833238391980953083034576450890780258844826
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
47/100
bits:
1.194643736635931980375300902271579622430044028226807386302256547392158283955813173929026003489046272
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
49/100
nats:
0.8644314323527175624375302741190666494470979329329788907385670492553900799881937764468616512863430619
logarithmic series with parameter $p$ on $\{1,2,\ldots\}$
49/100
bits:
1.247110940643809069382807273872180532942625756135771122949497122115675415452383162591964642229955681
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
1, 10
nats:
1.993805759248670333856896957152200002515881919313234443059920928844971188262118361333737047027525301
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
1, 10
bits:
2.876453681363911178606028951957139062281746896843547256136816505700920738876608669920150793229488495
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
1, 100
nats:
3.680777745058364587712049705079120647154594445970691381230316568487131515270354840259475373983094601
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
1, 100
bits:
5.310239799410163827185483011220759943936550257290205835622511376440494925019213330118328210859206088
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
2, 10
nats:
1.236292605723536032606356156161327182303383428318270068948546189234125242762983312473959499140141832
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
2, 10
bits:
1.783593211365039932780342812340463340400287991633168443499177928725208975717239302939316395800895220
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
2, 100
nats:
1.570207647482339540162613521902729790654660931501783911692986346654237522483118263510973378003362037
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
2, 100
bits:
2.265330786188696882756995338066582442676759867526216877642268659046588803984839013505637568288465058
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
3, 10
nats:
0.6442558055995113636683707044605262008712346456536760077386418469395852710453585301768664047657016517
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
3, 10
bits:
0.9294646558023391069451494849023790272095154616243967468365773549318759638704603085592367034572303273
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
3, 100
nats:
0.6778500429477991599458253306331032238443757698120348972410214714176782424088989142075970344581527653
Zipfian with exponent $s$ on $\{1,\ldots,N\}$
3, 100
bits:
0.9779308954271607108279556980630223999262798214704322874823811143700003679754981901249003433872625061
Benford leading-digit distribution on $\{1,\ldots,9\}$
-
nats:
1.993433150791204269825208861305402097795519730691358225187074927657154761171872828137507030847518217
Benford leading-digit distribution on $\{1,\ldots,9\}$
-
bits:
2.875916120990131601775229975403237439422636996748531479535509615582896465138313864332778023188451518
Definition
For a discrete random variable $X$ with probability mass function $p$, the Shannon entropy [1] is $H(X)=-\sum_x p(x)\log p(x)$. This table gives $H(X)$ for named discrete distributions in SciPy standard forms, in the two logarithmic units nats and bits.
Parameters
distribution
—   distribution family, in standard form
shape
—   shape parameter or tuple of shape parameters (the value is - for a distribution with no shape parameter; otherwise it is the distribution's parameters, in the order its label names them, separated by commas)
unit
—   logarithmic unit
Formulas
(1)
$H_{\mathrm{bits}}(X)=H_{\mathrm{nats}}(X)/\log 2$.
(2)
$H(\operatorname{Bernoulli}(p))=H(\operatorname{Bernoulli}(1-p))$.
(3)
$H(\operatorname{Binom}(n,p))=H(\operatorname{Binom}(n,1-p))$.
(4)
The uniform distribution on $n$ points has entropy $\log n$ nats.
(5)
For the geometric distribution on positive integers, $H=-\log p-\frac{1-p}{p}\log(1-p)$ nats.
(6)
For the hypergeometric distribution, write $H(N,K,n)$ for the entropy with population $N$, successes $K$, and draws $n$; then $H(N,K,n)=H(N,n,K)=H(N,K,N-n)$.
(7)
Benford's law has probabilities $p_d=\log_{10}(1+1/d)$ for $1\leq d\leq9$.
Comments
(8)
The support and parameter order are those used by SciPy [2]. In particular, the geometric and logarithmic series distributions are supported on positive integers, and the negative binomial row counts failures before the $r$th success.
(9)
Rows whose bit value is an exact rational number are omitted; each is named in the comment on the same distribution's nats row. These are the Bernoulli$(1/2)$ row in bits, the geometric$(1/2)$ row in bits, and the bits rows for $\operatorname{Binom}(2,1/2)$ and for uniform distributions on $2^m$ points.
(10)
The Bernoulli rows are the binary entropy function $H_2(p)$.
Programs
(P1)
Sage
import numberdb.sage as numberdb
from sage.rings.rational_field import QQ
from sage.rings.real_arb import RealBallField

R = RealBallField(numberdb.bits(100, losing=96))
p = R(QQ(1) / QQ(3))
# Entropy in nats of Bernoulli(1/3).
-p * p.log() - (1 - p) * (1 - p).log()
Links
Similar tables
Differential entropies of continuous probability distributions —   the same entropy functional for absolutely continuous distributions
Entropy constants of lattice models —   entropy per site in lattice models is a limiting entropy rather than the entropy of one named distribution
Data properties
Entries are of type: real number
Table is complete: no (it holds Bernoulli$(p)$ for reduced $p\leq1/2$ with denominator at most $12$, together with every two-decimal $p$ with $0.01\leq p\leq0.50$; binomial $\operatorname{Binom}(n,p)$ for $2\leq n\leq20$ and $p\in\{1/2,1/3,1/4,1/10\}$; geometric and logarithmic series rows for $p\in\{1/2,1/3,1/4,1/5\}$ and every two-decimal $p$ with $0.01\leq p\leq0.50$; negative binomial rows for $2\leq r\leq10$ and $p\in\{1/2,1/3,1/4,1/10\}$; Poisson$(\lambda)$ for $\lambda=1/2,1,3/2,\ldots,10,11,\ldots,20$; uniform rows for $2\leq n\leq30$; hypergeometric rows with $(N,K,n)$ in $\{10\}\times\{2,5\}\times\{2,5,8\}$ and $\{20\}\times\{2,5,10\}\times\{2,5,10\}$; Zipfian rows with $s\in\{1,2,3\}$ and $N\in\{10,100\}$; and Benford's leading-digit law, each in nats and in bits except where the bit value is an exact rational number)
How they were obtained:

Each entry was computed in Sage real ball arithmetic at numberdb.bits(digits, losing=128). Finite distributions used exact probabilities. The geometric and uniform rows used the closed forms in Formulas. Infinite logarithmic series, negative binomial and Poisson rows were summed with explicit positive tail bounds and the bound was added to the returned ball.

more

All 717 entries were compared with SciPy 1.17.1 stats entropy methods before the draft was filled; the largest difference was $3.32\cdot10^{-10}$ bits, on the negative binomial row with $r=9$ and $p=1/10$.